From cbc31dbc74fdc7316c1a8f8363ec4e7bba450ff4 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 10 Oct 2022 17:30:23 +0200 Subject: [PATCH 001/284] Add DOI badge to readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4eff72f5..bf969384 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,7 @@

Code style: black Documentation Status +DOI

--- From 83e29257f29c5021acc94379f89a934823716d5d Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 9 Jan 2023 12:36:49 +0100 Subject: [PATCH 002/284] .. --- .github/workflows/checks.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 32489ad2..23cc0a72 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -27,7 +27,7 @@ jobs: steps: - name: update Arch keyring - run: pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm + run: pacman -Sc && pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm - name: Install missing software run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost --ignore root --ignore libinih From 56ae6e968bd9e131b2a558b6fa6b8586b95c81fc Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 9 Jan 2023 13:38:59 +0100 Subject: [PATCH 003/284] allow the use of modifiers within Shift configs (#186) --- .github/workflows/checks.yml | 4 +- code_generation/configuration.py | 12 +++-- data/embedding/tau_2018UL.json.gz | Bin 917 -> 913 bytes include/quantities.hxx | 7 +++ include/reweighting.hxx | 4 ++ include/triggers.hxx | 6 +-- src/quantities.cxx | 54 +++++++++++++++++++- src/reweighting.cxx | 63 +++++++++++++++++++++++ src/triggers.cxx | 82 +++++++++++++++--------------- 9 files changed, 181 insertions(+), 51 deletions(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 23cc0a72..96050021 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -22,7 +22,7 @@ jobs: build_project: runs-on: ubuntu-20.04 container: - image: rootproject/root:6.26.00-arch + image: rootproject/root:6.26.10-arch options: --user 0 # run as root steps: @@ -30,7 +30,7 @@ jobs: run: pacman -Sc && pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm - name: Install missing software - run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost --ignore root --ignore libinih + run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost openssh --ignore root --ignore openssl # - name: apt update # run: apt-get -y update diff --git a/code_generation/configuration.py b/code_generation/configuration.py index 42b613fa..cd132f27 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -338,6 +338,8 @@ def add_shift( scopes_to_shift = [ scope for scope in shift.get_scopes() if scope in self.scopes ] + # if a modifier is used within the shift config, we have to resolve it + # here using the resolve_modifiers function if self.global_scope in scopes_to_shift: for scope in self.scopes: if scope in shift.get_scopes(): @@ -345,19 +347,21 @@ def add_shift( shift.apply(scope) self.shifts[scope][ shift.shiftname - ] = shift.get_shift_config(scope) + ] = self.resolve_modifiers(shift.get_shift_config(scope)) else: self._add_available_shift(shift, scope) shift.apply(self.global_scope) self.shifts[scope][ shift.shiftname - ] = shift.get_shift_config(self.global_scope) + ] = self.resolve_modifiers( + shift.get_shift_config(self.global_scope) + ) else: for scope in scopes_to_shift: self._add_available_shift(shift, scope) shift.apply(scope) - self.shifts[scope][shift.shiftname] = shift.get_shift_config( - scope + self.shifts[scope][shift.shiftname] = self.resolve_modifiers( + shift.get_shift_config(scope) ) def _is_valid_shift( diff --git a/data/embedding/tau_2018UL.json.gz b/data/embedding/tau_2018UL.json.gz index a992723e582ba691bf523f9b9a2deb5b16e78206..2abae84aff3d211f53462e6b1ea3cca1ab25ed3d 100644 GIT binary patch literal 913 zcmV;C18)2uiwFouk0fIP|5RahE^2dcZUF38O>g2b5WVv&teh$G_t-siskD1qmdmQD zQer4uNTS3Pp{oCVC!r;L1V|%ww~Lyp$PCWR_|5b9`ME<#kdGeRJiL2ySw2nT;F|Dm zVICz}=0+Y(Iof`qiI8U!#NpiG_h1k%Zu)om_|DDmT@+2@$zAI2r*Z6}pj%ExACb#P z*);WQzd`D+BA2>2aiv4Uqc`Q8^i67-rM3_;O9+ zWZoq|(=O>J%lKT-W!gGq-?Ff54K#7E8A2@s`C)#jntZdy$jKy~P=Y z-c6EhwH>SE$^nE(_Sj>%9S)Uqe{|8r zm5e5w_Gp)IReXwaEXuJg$Bg3Bqg6T1tf*qrX`JfvJYagGSi3kP%Y$x(9P3fe6q5`< za4rnMHsR}CEYdv>N&o=0Mk@uBHt-M?J8a7b?O98y(pE4FTu}iVnr}b12ez6>p9Wf7 zl*UI{BRFyd@qI6}=)q{Ar8L3_A(&`|tVBF{QDBgmhrA4AjRHhQTgrrO#aYTNW7JZk zsA-3*24)pgf(tE-<(Gl0)Iw;bK~iRnZb4Wr5f=oNQ;8$f3Rwm}-jbp5^eY8_$wuiSP{NV$eDEay5Pn zvbMY~<+Qks=4ZrhH2(+UHgcnIHAj-w>p@g=XC-dwf|NeKr0!pqy8Z8$Bz2EAxGI%; 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+ }; + return df.Define(outputname, calculate_jet_hemisphere, + {jet_1_p4, jet_2_p4}); +} + /** * @brief function used to calculate `mt_tot`. It is defined as \f[ diff --git a/src/reweighting.cxx b/src/reweighting.cxx index 0f8c441e..010ef306 100644 --- a/src/reweighting.cxx +++ b/src/reweighting.cxx @@ -180,5 +180,68 @@ ROOT::RDF::RNode zPtMassReweighting(ROOT::RDF::RNode df, gen_boson + "_pt"); return df3; } + +/** + * @brief Function used to evaluate the lheScaleweight of an event. The weights +are stored in the nanoAOD file an defined as w_var/w_nominal. Depending on the +selected muR and muF value, a specific index has to be returned. The mapping +between the index and the muR and muF values is: + +muF | MuR | index +------------|-------|------- + 0.5 | 0.5 | 0 + 1.0 | 0.5 | 1 + 2.0 | 0.5 | 2 + 0.5 | 1.0 | 3 + 1.0 | 1.0 | 4 + 2.0 | 1.0 | 5 + 0.5 | 2.0 | 6 + 1.0 | 2.0 | 7 + 2.0 | 2.0 | 8 + + + * + * @param df The input dataframe + * @param weightname the output name of the generated weight + * @param lhe_scale_weights name of the column containing the lhe scale weights + * @param muR the value of muR, possible values are 0.5, 1.0, 2.0 + * @param muF the value of muF, possible values are 0.5, 1.0, 2.0 + * @return ROOT::RDF::RNode + */ + +ROOT::RDF::RNode lhe_scale_weights(ROOT::RDF::RNode df, + const std::string &weightname, + const std::string &lhe_scale_weights, + const float muR, const float muF) { + // find the index we have to use, first check if the muR and muF values are + // valid, only 0.5, 1.0, 2.0 are allowed + std::vector allowed_values = {0.5, 1.0, 2.0}; + if (std::find(allowed_values.begin(), allowed_values.end(), muR) == + allowed_values.end()) { + Logger::get("lhe_scale_weights") + ->error("Invalid value for muR: {}}", muR); + throw std::runtime_error("Invalid value for muR"); + } + if (std::find(allowed_values.begin(), allowed_values.end(), muF) == + allowed_values.end()) { + Logger::get("lhe_scale_weights") + ->error("Invalid value for muF: {}}", muF); + throw std::runtime_error("Invalid value for muF"); + } + // now find the index + std::map, int> index_map = { + {{0.5, 0.5}, 0}, {{1.0, 0.5}, 1}, {{2.0, 0.5}, 2}, + {{0.5, 1.0}, 3}, {{1.0, 1.0}, 4}, {{2.0, 1.0}, 5}, + {{0.5, 2.0}, 6}, {{1.0, 2.0}, 7}, {{2.0, 2.0}, 8}}; + std::pair variations = {muR, muF}; + int index = index_map[variations]; + auto lhe_scale_weights_lambda = + [index](const ROOT::RVec scale_weight) { + return scale_weight.at(index); + }; + auto df1 = + df.Define(weightname, lhe_scale_weights_lambda, {lhe_scale_weights}); + return df1; +} } // namespace reweighting #endif /* GUARD_REWEIGHTING_H */ \ No newline at end of file diff --git a/src/triggers.cxx b/src/triggers.cxx index 9d6cfeab..50a08c2e 100644 --- a/src/triggers.cxx +++ b/src/triggers.cxx @@ -267,7 +267,8 @@ ROOT::RDF::RNode GenerateSingleTriggerFlag( return df1; } else if (matched_trigger_names.size() > 1) { Logger::get("GenerateSingleTriggerFlag") - ->debug("More than one matching trigger found, not implemented yet"); + ->debug( + "More than one matching trigger found, not implemented yet"); throw std::invalid_argument( "received too many matching trigger paths, not implemented yet"); } else { @@ -409,7 +410,8 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( return df1; } else if (matched_trigger_names.size() > 1) { Logger::get("GenerateDoubleTriggerFlag") - ->debug("More than one matching trigger found, not implemented yet"); + ->debug( + "More than one matching trigger found, not implemented yet"); throw std::invalid_argument( "received too many matching trigger paths, not implemented yet"); } else { @@ -471,58 +473,57 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( * */ - ROOT::RDF::RNode MatchDoubleTriggerObject( ROOT::RDF::RNode df, const std::string &triggerflag_name, const std::string &particle1_p4, const std::string &particle2_p4, const std::string &triggerobject_bits, const std::string &triggerobject_id, const std::string &triggerobject_pt, const std::string &triggerobject_eta, - const std::string &triggerobject_phi, - const float &p1_pt_cut, const float &p2_pt_cut, const float &p1_eta_cut, - const float &p2_eta_cut, const int &p1_trigger_particle_id_cut, + const std::string &triggerobject_phi, const float &p1_pt_cut, + const float &p2_pt_cut, const float &p1_eta_cut, const float &p2_eta_cut, + const int &p1_trigger_particle_id_cut, const int &p2_trigger_particle_id_cut, const int &p1_triggerbit_cut, const int &p2_triggerbit_cut, const float &DeltaR_threshold) { - auto triggermatch = [DeltaR_threshold, p1_pt_cut, p2_pt_cut, p1_eta_cut, - p2_eta_cut, p1_trigger_particle_id_cut, - p2_trigger_particle_id_cut, p1_triggerbit_cut, - p2_triggerbit_cut]( - const ROOT::Math::PtEtaPhiMVector &particle1_p4, + auto triggermatch = + [DeltaR_threshold, p1_pt_cut, p2_pt_cut, p1_eta_cut, p2_eta_cut, + p1_trigger_particle_id_cut, p2_trigger_particle_id_cut, + p1_triggerbit_cut, + p2_triggerbit_cut](const ROOT::Math::PtEtaPhiMVector &particle1_p4, const ROOT::Math::PtEtaPhiMVector &particle2_p4, ROOT::RVec triggerobject_bits, ROOT::RVec triggerobject_ids, ROOT::RVec triggerobject_pts, ROOT::RVec triggerobject_etas, ROOT::RVec triggerobject_phis) { - bool match_result_p1 = false; - bool match_result_p2 = false; - Logger::get("MatchDoubleTriggerObject") - ->debug("Checking Triggerobject match with particles ...."); - Logger::get("MatchDoubleTriggerObject")->debug("First particle"); - match_result_p1 = matchParticle( - particle1_p4, triggerobject_pts, triggerobject_etas, - triggerobject_phis, triggerobject_bits, triggerobject_ids, - DeltaR_threshold, p1_pt_cut, p1_eta_cut, - p1_trigger_particle_id_cut, p1_triggerbit_cut); - Logger::get("MatchDoubleTriggerObject")->debug("Second particle"); - match_result_p2 = matchParticle( - particle2_p4, triggerobject_pts, triggerobject_etas, - triggerobject_phis, triggerobject_bits, triggerobject_ids, - DeltaR_threshold, p2_pt_cut, p2_eta_cut, - p2_trigger_particle_id_cut, p2_triggerbit_cut); - bool result = match_result_p1 & match_result_p2; - Logger::get("MatchDoubleTriggerObject") - ->debug("---> Total Match P1: {}", match_result_p1); - Logger::get("MatchDoubleTriggerObject") - ->debug("---> Total Match P2: {}", match_result_p2); - Logger::get("MatchDoubleTriggerObject") - ->debug("--->>>> result: {}", result); - return result; - }; - auto df1 = - df.Define(triggerflag_name, triggermatch, - {particle1_p4, particle2_p4, triggerobject_bits, triggerobject_id, - triggerobject_pt, triggerobject_eta, triggerobject_phi}); + bool match_result_p1 = false; + bool match_result_p2 = false; + Logger::get("MatchDoubleTriggerObject") + ->debug("Checking Triggerobject match with particles ...."); + Logger::get("MatchDoubleTriggerObject")->debug("First particle"); + match_result_p1 = matchParticle( + particle1_p4, triggerobject_pts, triggerobject_etas, + triggerobject_phis, triggerobject_bits, triggerobject_ids, + DeltaR_threshold, p1_pt_cut, p1_eta_cut, + p1_trigger_particle_id_cut, p1_triggerbit_cut); + Logger::get("MatchDoubleTriggerObject")->debug("Second particle"); + match_result_p2 = matchParticle( + particle2_p4, triggerobject_pts, triggerobject_etas, + triggerobject_phis, triggerobject_bits, triggerobject_ids, + DeltaR_threshold, p2_pt_cut, p2_eta_cut, + p2_trigger_particle_id_cut, p2_triggerbit_cut); + bool result = match_result_p1 & match_result_p2; + Logger::get("MatchDoubleTriggerObject") + ->debug("---> Total Match P1: {}", match_result_p1); + Logger::get("MatchDoubleTriggerObject") + ->debug("---> Total Match P2: {}", match_result_p2); + Logger::get("MatchDoubleTriggerObject") + ->debug("--->>>> result: {}", result); + return result; + }; + auto df1 = df.Define(triggerflag_name, triggermatch, + {particle1_p4, particle2_p4, triggerobject_bits, + triggerobject_id, triggerobject_pt, triggerobject_eta, + triggerobject_phi}); return df1; } @@ -589,6 +590,5 @@ ROOT::RDF::RNode MatchSingleTriggerObject( return df1; } - } // end namespace trigger #endif /* GUARD_TRIGGERS_H */ \ No newline at end of file From 9d054eb06d2060ccaec6bea4dbf91829d9669d98 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 9 Jan 2023 14:24:36 +0100 Subject: [PATCH 004/284] switch to 102, add support for c8 and ubuntu --- init.sh | 63 +++++++++++++++++++++++++++++++++++++++------------------ 1 file changed, 43 insertions(+), 20 deletions(-) diff --git a/init.sh b/init.sh index 7f3e7f1c..38ee1e9b 100644 --- a/init.sh +++ b/init.sh @@ -1,21 +1,48 @@ #!/bin/bash pathadd() { if [[ ":$PATH:" != *":$1:"* ]]; then - PATH="${PATH:+"$PATH:"}$1"; export PATH + PATH="${PATH:+"$PATH:"}$1" + export PATH fi } # get the directory of the script -SCRIPT_DIR="$( cd -- "$( dirname -- "${BASH_SOURCE[0]:-$0}"; )" &> /dev/null && pwd 2> /dev/null; )"; -if uname -a | grep -E 'el7' -q -then - # source /cvmfs/sft.cern.ch/lcg/views/LCG_99/x86_64-centos7-clang10-opt/setup.sh - # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-opt/setup.sh - # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-clang12-opt/setup.sh - # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-dbg/setup.sh - ### Use a more permanent LCG stack, for now LCG 102 - source /cvmfs/sft.cern.ch/lcg/views/LCG_102rc1/x86_64-centos7-gcc11-opt/setup.sh +SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]:-$0}")" &>/dev/null && pwd 2>/dev/null)" +distro=$(lsb_release -i | cut -f2) +os_version=$(lsb_release -r | cut -f2) +echo "Setting up CROWN for $distro Version $os_version" +# check if the distro is centos +if [[ "$distro" == "CentOS" ]]; then + # if the first number of os_version is a 7, we are on centOS 7 + if [[ ${os_version:0:1} == "7" ]]; then # if uname -a | grep -E 'el7' -q + # source /cvmfs/sft.cern.ch/lcg/views/LCG_99/x86_64-centos7-clang10-opt/setup.sh + # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-opt/setup.sh + # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-clang12-opt/setup.sh + # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-dbg/setup.sh + ### Use a more permanent LCG stack, for now LCG 102 + source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-centos7-gcc11-opt/setup.sh + else + echo "Unsupported CentOS version, exiting..." + return 0 + fi +elif [[ "$distro" == "RedHatEnterprise" ]]; then + if [[ ${os_version:0:1} == "8" ]]; then # elif uname -a | grep -E 'el8' -q + source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-centos8-gcc11-opt/setup.sh + else + echo "Unsupported CentOS version, exiting..." + return 0 + fi +elif [[ "$distro" == "Ubuntu" ]]; then + if [[ ${os_version:0:2} == "20" ]]; then + source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-ubuntu2004-gcc9-opt/setup.sh + elif [[ ${os_version:0:2} == "22" ]]; then + source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-ubuntu2204-gcc11-opt/setup.sh + else + echo "Unsupported Ubuntu version, exiting..." + return 0 + fi else - echo "You are not running on CentOS7, things will propably break..." + echo "You are not running on CentOS or Ubuntu, exiting..." + return 0 fi # add ~/.local/bin to path if it is not already there pathadd "${HOME}/.local/bin/" @@ -24,21 +51,17 @@ pathadd "${HOME}/.local/bin/" export CMAKE_GENERATOR="Unix Makefiles" # clone a given analysis if an argument is given -if [ -z "$1" ] -then +if [ -z "$1" ]; then echo "No configuration clone" else - if [[ "$1" == "tau" && ! -d "${SCRIPT_DIR}/analysis_configurations/tau" ]] - then + if [[ "$1" == "tau" && ! -d "${SCRIPT_DIR}/analysis_configurations/tau" ]]; then echo "Cloning analysis tau into ${SCRIPT_DIR}/analysis_configurations/tau" git clone git@github.com:KIT-CMS/TauAnalysis-CROWN.git ${SCRIPT_DIR}/analysis_configurations/tau - elif [[ "$1" == "earlyrun3" && ! -d "${SCRIPT_DIR}/analysis_configurations/earlyrun3" ]] - then + elif [[ "$1" == "earlyrun3" && ! -d "${SCRIPT_DIR}/analysis_configurations/earlyrun3" ]]; then echo "Cloning analysis earlyrun3 into ${SCRIPT_DIR}/analysis_configurations/earlyrun3" git clone https://github.com/khaosmos93/CROWN-config-earlyRun3.git ${SCRIPT_DIR}/analysis_configurations/earlyrun3 - elif [[ "$1" == "whtautau" && ! -d "${SCRIPT_DIR}/analysis_configurations/whtautau" ]] - then + elif [[ "$1" == "whtautau" && ! -d "${SCRIPT_DIR}/analysis_configurations/whtautau" ]]; then echo "Cloning analysis whtautau into ${SCRIPT_DIR}/analysis_configurations/whtautau" git clone git@github.com:KIT-CMS/WHTauTauAnalysis-CROWN.git ${SCRIPT_DIR}/analysis_configurations/whtautau fi -fi \ No newline at end of file +fi From b249aa4e914fc6d20ac594aef40ab8787ad98a1d Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 9 Jan 2023 15:58:19 +0100 Subject: [PATCH 005/284] remove old lines --- init.sh | 2 -- 1 file changed, 2 deletions(-) diff --git a/init.sh b/init.sh index 38ee1e9b..f12a8c58 100644 --- a/init.sh +++ b/init.sh @@ -14,11 +14,9 @@ echo "Setting up CROWN for $distro Version $os_version" if [[ "$distro" == "CentOS" ]]; then # if the first number of os_version is a 7, we are on centOS 7 if [[ ${os_version:0:1} == "7" ]]; then # if uname -a | grep -E 'el7' -q - # source /cvmfs/sft.cern.ch/lcg/views/LCG_99/x86_64-centos7-clang10-opt/setup.sh # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-opt/setup.sh # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-clang12-opt/setup.sh # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-dbg/setup.sh - ### Use a more permanent LCG stack, for now LCG 102 source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-centos7-gcc11-opt/setup.sh else echo "Unsupported CentOS version, exiting..." From 00474fc4f66fd20df35b745c6afc25f7e21242d1 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 9 Jan 2023 16:41:25 +0100 Subject: [PATCH 006/284] add check for idential names, convert name to unique naming --- code_generation/code_generation.py | 24 +++++++++++++++++++++--- 1 file changed, 21 insertions(+), 3 deletions(-) diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index f4adee35..eca89294 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -25,6 +25,7 @@ class CodeSubset(object): scope: The scope of the code generation. folder: The folder in which the code will be generated. parameters: The parameters to be used for the generation. + name: The name of the code subset. Returns: None @@ -38,12 +39,13 @@ def __init__( scope: str, folder: str, configuration_parameters: Dict[str, Any], + name: str, ): self.file_name = file_name self.template = template self.producer = producer self.scope = scope - self.name = producer.name + "_" + scope + self.name = name self.configuration_parameters = configuration_parameters self.count = 0 self.folder = folder @@ -376,9 +378,23 @@ def generate_subsets(self, scope: str) -> None: # in order to map the dfs correctly, we have to count the number of subset calls is_first = True counter = 0 + generated_producers = [] for producer in self.configuration.producers[scope]: + producer_name = producer.name + # check if the producer name is unique, if not, add an index to make it unique + if producer_name in generated_producers: + log.warn( + "Producer {} is used twice in scope {}".format(producer_name, scope) + ) + producer_name += "_" + index = 1 + # add an additional index to the producer name till it is unique + while producer_name + str(index) in generated_producers: + index += 1 + producer_name += str(index) + log.warn("Using {} as a substitute name instead".format(producer_name)) subset = CodeSubset( - file_name=producer.name, + file_name=producer_name, template=self.subset_template, producer=producer, scope=scope, @@ -386,13 +402,15 @@ def generate_subsets(self, scope: str) -> None: self.output_folder, self.executable_name + "_generated_code" ), configuration_parameters=self.configuration.config_parameters[scope], + name=producer_name + "_" + scope, ) subset.create() subset.write() self.number_of_defines += subset.count + generated_producers.append(producer_name) log.debug( "Adding {} defines for {} in scope {}".format( - subset.count, producer.name, scope + subset.count, producer_name, scope ) ) # two special cases: From d13fdd656e0aeeeda9c3debdef634e630087e931 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 11 Jan 2023 12:47:51 +0100 Subject: [PATCH 007/284] add two additional maps to crown nuples to readout the mapping of shifts and quantities for postprocessing --- code_generation/analysis_template.cxx | 22 ++++-- code_generation/code_generation.py | 106 ++++++++++++++++++++++++++ 2 files changed, 123 insertions(+), 5 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index d3245c52..a294dc49 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -17,7 +17,10 @@ #include "include/utility/Logger.hxx" #include #include +#include +#include #include +#include #include #include @@ -52,7 +55,7 @@ int main(int argc, char *argv[]) { input_files.push_back(std::string(argv[i])); // Check if the input file exists and is readable, also get the number // of events, using a timeout of 30 seconds - TFile *f1 = TFile::Open(argv[i],"TIMEOUT=30"); + TFile *f1 = TFile::Open(argv[i], "TIMEOUT=30"); if (!f1 || f1->IsZombie()) { Logger::get("main")->critical("File {} does not exist or is not " "readable", @@ -91,21 +94,23 @@ int main(int argc, char *argv[]) { // clang-format off const std::map> output_quanties = {OUTPUT_QUANTITIES}; const std::map> variations = {SYSTEMATIC_VARIATIONS}; + std::map>> shift_quantities_map = {SHIFT_QUANTITES_MAP}; + std::map>> quantities_shift_map = {QUANTITES_SHIFT_MAP}; // clang-format on const std::string analysis = {ANALYSISTAG}; const std::string era = {ERATAG}; const std::string sample = {SAMPLETAG}; const std::string commit_hash = {COMMITHASH}; bool setup_clean = {SETUP_IS_CLEAN}; - for (auto const &x : output_quanties) { - TFile outputfile(x.first.c_str(), "UPDATE"); + for (auto const &scope : output_quanties) { + TFile outputfile(scope.first.c_str(), "UPDATE"); TTree quantities_meta = TTree("quantities", "quantities"); - for (auto const &quantity : x.second) { + for (auto const &quantity : scope.second) { quantities_meta.Branch(quantity.c_str(), &setup_clean); } quantities_meta.Write(); TTree variations_meta = TTree("variations", "variations"); - for (auto const &variation : variations.at(x.first)) { + for (auto const &variation : variations.at(scope.first)) { variations_meta.Branch(variation.c_str(), &setup_clean); } variations_meta.Write(); @@ -119,6 +124,13 @@ int main(int argc, char *argv[]) { commit_meta.Fill(); commit_meta.Write(); outputfile.Close(); + TFile *fout = TFile::Open(scope.first.c_str(), "UPDATE"); + Logger::get("main")->info("Writing quantities map to {}", scope.first); + fout->WriteObject(&shift_quantities_map.at(scope.first), + "shift_quantities_map"); + fout->WriteObject(&quantities_shift_map.at(scope.first), + "quantities_shift_map"); + fout->Close(); } Logger::get("main")->info("Finished Evaluation"); diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index eca89294..156dd409 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -313,6 +313,8 @@ def write_code(self, calls: str, includes: str, run_commands: str) -> None: .replace("{ANALYSISTAG}", '"Analysis={}"'.format(self.analysis_name)) .replace("{PROGRESS_CALLBACK}", self.set_process_tracking()) .replace("{OUTPUT_QUANTITIES}", self.set_output_quantities()) + .replace("{SHIFT_QUANTITES_MAP}", self.set_shift_quantites_map()) + .replace("{QUANTITES_SHIFT_MAP}", self.set_quantites_shift_map()) .replace("{SYSTEMATIC_VARIATIONS}", self.set_shifts()) .replace("{COMMITHASH}", '"{}"'.format(self.commit_hash)) .replace("{SETUP_IS_CLEAN}", self.setup_is_clean) @@ -616,3 +618,107 @@ def set_process_tracking(self) -> str: ) tracking += " });\n" return tracking + + def set_shift_quantites_map(self) -> str: + """ + This function is used to generate a mappin of all quantites and the shifts, + the quantities are used in to be stored in the output file. + The ordering is based on the shifts: + + Example: + { + "shift_1" : ["quantity_1", "quantity_2", "quantity_3"], + "shift_2" : ["quantity_1", "quantity_3"], + "shift_3" : ["quantity_1"] + } + + This information will be stored in the root file as + shift_quantities_map and can be accessed to get the correct mapping + """ + ctring = "{" + for scope in self.scopes: + outputset: List[str] = [] + output_map: Dict[str, List[str]] = {} + for output in sorted(self.outputs[scope]): + self.output_commands[scope].extend(output.get_leaves_of_scope(scope)) + if len(self.output_commands[scope]) > 0 and scope != self.global_scope: + # convert output lists to a set to remove duplicates + outputset = list( + set( + self.output_commands[scope] + + self.output_commands[self.global_scope] + ) + ) + # now split by __ and get a set of all the shifts per variable + for i, output in enumerate(outputset): + try: + quantity, shift = output.split("__") + except ValueError: + quantity = output + shift = "" + if shift not in output_map.keys(): + output_map[shift] = [] + output_map[shift].append(quantity) + # now do some string magic to get the correct format, dont ask about the details.. + output_map_str = "{ " + for shift in output_map.keys(): + output_map_str += f'"{shift}"' + ' , { "' + output_map_str += '", "'.join(output_map[shift]) + output_map_str += '" }},{' + output_map_str = output_map_str[:-4] + "}}" + ctring += "{" + self._outputfiles_generated[scope] + " , {" + ctring += f"{output_map_str}" + "}}," + ctring = ctring[:-2] + " }}" + return ctring + + def set_quantites_shift_map(self) -> str: + """ + This function is used to generate a mappin of all quantites and the shifts, + the quantities are used in to be stored in the output file. + The ordering is based on the quantities: + + Example: + { + "quantity_1" : ["shift_1", "shift_2", "shift_3"], + "quantity_2" : ["shift_1"], + "quantity_3" : ["shift_1", "shift_2"], + } + + This information will be stored in the root file as quantities_shift_map + and can be accessed to get the correct mapping + """ + ctring = "{" + for scope in self.scopes: + outputset: List[str] = [] + output_map: Dict[str, List[str]] = {} + for output in sorted(self.outputs[scope]): + self.output_commands[scope].extend(output.get_leaves_of_scope(scope)) + if len(self.output_commands[scope]) > 0 and scope != self.global_scope: + # convert output lists to a set to remove duplicates + outputset = list( + set( + self.output_commands[scope] + + self.output_commands[self.global_scope] + ) + ) + # now split by __ and get a set of all the shifts per variable + for i, output in enumerate(outputset): + try: + quantity, shift = output.split("__") + except ValueError: + quantity = output + shift = "" + if quantity not in output_map.keys(): + output_map[quantity] = [] + output_map[quantity].append(shift) + # now do some string magic to get the correct format, dont ask about the details.. + output_map_str = "{ " + for quantity in output_map.keys(): + output_map_str += f'"{quantity}"' + ' , { "' + output_map_str += '", "'.join(output_map[quantity]) + output_map_str += '" }},{' + output_map_str = output_map_str[:-4] + "}}" + ctring += "{" + self._outputfiles_generated[scope] + " , {" + ctring += f"{output_map_str}" + "}}," + ctring = ctring[:-2] + " }}" + return ctring From 8b729d65d560643803d82c28d1683f5c63045cff Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 11 Jan 2023 16:28:54 +0100 Subject: [PATCH 008/284] fix typo in docs --- src/scalefactors.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/scalefactors.cxx b/src/scalefactors.cxx index 6dff1e3e..a628cef9 100644 --- a/src/scalefactors.cxx +++ b/src/scalefactors.cxx @@ -369,7 +369,7 @@ ROOT::RDF::RNode id_vsJet_lt_embedding( channel with the correctionlib for tauembedded samples * @param df The input dataframe - * @param decayMode decay mode of the tau + * @param decaymode decay mode of the tau * @param wp working point of the ID cut * @param sf_vsjet_tauDM0 id for the variation of the scale factor "sf" for nominal From 9817c47fdcd3ea1509971752805769d1b4db1df9 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 11 Jan 2023 16:39:56 +0100 Subject: [PATCH 009/284] fix typo in docs --- code_generation/code_generation.py | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index 156dd409..92339515 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -625,7 +625,8 @@ def set_shift_quantites_map(self) -> str: the quantities are used in to be stored in the output file. The ordering is based on the shifts: - Example: + Example:: + { "shift_1" : ["quantity_1", "quantity_2", "quantity_3"], "shift_2" : ["quantity_1", "quantity_3"], @@ -677,12 +678,13 @@ def set_quantites_shift_map(self) -> str: the quantities are used in to be stored in the output file. The ordering is based on the quantities: - Example: - { - "quantity_1" : ["shift_1", "shift_2", "shift_3"], - "quantity_2" : ["shift_1"], - "quantity_3" : ["shift_1", "shift_2"], - } + Example:: + + { + "quantity_1" : ["shift_1", "shift_2", "shift_3"], + "quantity_2" : ["shift_1"], + "quantity_3" : ["shift_1", "shift_2"], + } This information will be stored in the root file as quantities_shift_map and can be accessed to get the correct mapping From 7136527117faf2494d6c6e32832f41d03be5f46a Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 11 Jan 2023 16:40:26 +0100 Subject: [PATCH 010/284] update docs, fix some bugs --- docs/CMakeLists.txt | 7 +-- docs/sphinx_source/changelog.rst | 6 +++ docs/sphinx_source/contrib.rst | 45 ++++++---------- docs/sphinx_source/index.rst | 36 ++++++++----- docs/sphinx_source/namespaces.rst | 71 ++++++++++++++----------- docs/sphinx_source/postprocessing.rst | 41 ++++++++++++++ docs/sphinx_source/py_configuration.rst | 14 +++-- 7 files changed, 140 insertions(+), 80 deletions(-) create mode 100644 docs/sphinx_source/changelog.rst create mode 100644 docs/sphinx_source/postprocessing.rst diff --git a/docs/CMakeLists.txt b/docs/CMakeLists.txt index bea7fd27..736646e0 100644 --- a/docs/CMakeLists.txt +++ b/docs/CMakeLists.txt @@ -42,12 +42,13 @@ find_python_package(sphinx_rtd_theme sphinx_rtd_theme 0.5) # Find all headers file(GLOB_RECURSE HEADERS - ${PROJECT_SOURCE_DIR}/../*.hxx - ${PROJECT_SOURCE_DIR}/../utility/*.hxx) + ${PROJECT_SOURCE_DIR}/../include/*.hxx + ${PROJECT_SOURCE_DIR}/../include/*/*.hxx) # Write doxyfile # Replace variables inside @@ with the current values -set(DOXYGEN_INPUT_DIR ${PROJECT_SOURCE_DIR}/../src) # set in Doxyfile.in +set(DOXYGEN_INPUT_DIR ${PROJECT_SOURCE_DIR}/../src ${PROJECT_SOURCE_DIR}/../include ${PROJECT_SOURCE_DIR}/../src/utility) # set in Doxyfile.in +list(JOIN DOXYGEN_INPUT_DIR "\" \"" DOXYGEN_INPUT_DIR) set(DOXYGEN_OUTPUT_DIR ${PROJECT_BINARY_DIR}/docs/) # set in Doxyfile.in set(DOXYFILE_IN ${PROJECT_SOURCE_DIR}/Doxyfile.in) set(DOXYFILE_OUT ${PROJECT_BINARY_DIR}/Doxyfile) diff --git a/docs/sphinx_source/changelog.rst b/docs/sphinx_source/changelog.rst new file mode 100644 index 00000000..9b959361 --- /dev/null +++ b/docs/sphinx_source/changelog.rst @@ -0,0 +1,6 @@ +Changelog +========== + +Jan. 2022 + +* Added Quantities <-> Shifts mapping to the output files to allow an easier Postprocessing. For more details, check :ref:`Quantity mapping`. \ No newline at end of file diff --git a/docs/sphinx_source/contrib.rst b/docs/sphinx_source/contrib.rst index 9b935bd0..16d1a0e6 100644 --- a/docs/sphinx_source/contrib.rst +++ b/docs/sphinx_source/contrib.rst @@ -202,43 +202,32 @@ Python Producers There are different types of producers available -- Producer: This is the standard producer class and takes the following arguments: +Producer: This is the standard producer class and takes the following arguments: - - `` name``: Name of the producer showing up in error messages of the python workflow - - `` call``: Function call to be embedded into the C++ template. Use curly brackets like ``{parameter_name}`` in order to mark places where parameters + * `` name``: Name of the producer showing up in error messages of the python workflow + * `` call``: Function call to be embedded into the C++ template. Use curly brackets like ``{parameter_name}`` in order to mark places where parameters of the configuration shall be written. The following keys fulfill special roles and are reserved therefore: - - ``{output}``: to be filled with names of output quantities (see :ref:`Python Quantities`) as strings separated by commas - - ``{output_vec}``: like output but with curly brackets around it representing a C++ vector - - ``{input}``: to be filled with names of input quantities as strings separated by commas - - ``{input_vec}``: like input but with curly brackets around it representing a C++ vector - - ``{df}``: to be filled with the input dataframe + * ``{output}``: to be filled with names of output quantities (see :ref:`Python Quantities`) as strings separated by commas + * ``{output_vec}``: like output but with curly brackets around it representing a C++ vector + * ``{input}``: to be filled with names of input quantities as strings separated by commas + * ``{input_vec}``: like input but with curly brackets around it representing a C++ vector + * ``{df}``: to be filled with the input dataframe - - `` inputs``: input quantities, which are used to fill ``{input}`` and/or ``{input_vec}``. List can be empty if no inputs are required. - - `` outputs / None``: is used to fill ``{output}`` (not usable if None). Use None (not empty list) if no output is generated. - - `` scopes``: Scopes define certain sections of the production chain. ``global`` is the initial scope, and it can be split into multiple custom scopes - working on individual dataframe branches and writing out separate ROOT trees. This list of scopes defines, in which scopes the producer can be used. - Dependencies between quantities will be traced separately for each scope. For example properties of the tau candidates may be generated with the same producer - but in different decay channels, which are represented by separate scopes. + * `` inputs``: input quantities, which are used to fill ``{input}`` and/or ``{input_vec}``. List can be empty if no inputs are required. + * `` outputs / None``: is used to fill ``{output}`` (not usable if None). Use None (not empty list) if no output is generated. + * `` scopes``: Scopes define certain sections of the production chain. ``global`` is the initial scope, and it can be split into multiple custom scopes working on individual dataframe branches and writing out separate ROOT trees. This list of scopes defines, in which scopes the producer can be used. Dependencies between quantities will be traced separately for each scope. For example properties of the tau candidates may be generated with the same producer but in different decay channels, which are represented by separate scopes. -- VectorProducer: This is an extension of the standard producer class which can be used for C++ producers that need to be called several times with various parameter values. +VectorProducer: This is an extension of the standard producer class which can be used for C++ producers that need to be called several times with various parameter values. It takes the same arguments as the standard producer plus the following additional one: - - `` vec_configs``: names of config parameters which contain a list of values and of which one value is supposed to substitute the corresponding placeholder - in the call for each instance of the VectorProducer. + + `` vec_configs``: names of config parameters which contain a list of values and of which one value is supposed to substitute the corresponding placeholder in the call for each instance of the VectorProducer. Note that for VectorProducers the output argument can only be None or a list of quantities where the list must have the same length as vec_configs such that each instance will produce one of the outputs. - Note that for VectorProducers the output argument can only be None or a list of quantities where the list must have the same length as vec_configs - such that each instance will produce one of the outputs. - -- ProducerGroup: This object can be used to collect several producers for simplifying the configuration. +ProducerGroup: This object can be used to collect several producers for simplifying the configuration. It takes the same arguments as the standard producer plus the following additional one: - - `` subproducers``: Producers can be any of the three types listed here. - The producer group executes the subproducers first. Optionally, a closing call can be added by filling the ``call``, ``inputs``, and ``output`` arguments accordingly. - If set to None, no closing call is added and only the subproducers executed. A closing call is used to process the outputs of the subproducers forming a new output. - In this case, the outputs of the subproducers can be regarded as internal quantities and be set automatically. - Initialize the output of subproducers as an empty list if this automated generation of the output quantity is intended. - All output quantities of the subproducers (generated automatically or by hand) are appended to the inputs of the closing call. + * `` subproducers``: Producers can be any of the three types listed here. + The producer group executes the subproducers first. Optionally, a closing call can be added by filling the ``call``, ``inputs``, and ``output`` arguments accordingly. If set to None, no closing call is added and only the subproducers executed. A closing call is used to process the outputs of the subproducers forming a new output. In this case, the outputs of the subproducers can be regarded as internal quantities and be set automatically. Initialize the output of subproducers as an empty list if this automated generation of the output quantity is intended. All output quantities of the subproducers (generated automatically or by hand) are appended to the inputs of the closing call. Python Quantities ****************** @@ -247,7 +236,7 @@ Quantities_ are objects in the python part that are used to trace the dependency Each physical quantity needs to be represented by such a python object. The output collection is defined as a list of such quantities and an individual branch is created in the ROOT tree for each systematic variation. -.. _Quantities: https://github.com/KIT-CMS/CROWN/blob/main/code_generation/quantities.py +.. _Quantities: https://github.com/KIT-CMS/CROWN/blob/main/code_generation/quantity.py Debugging ********** diff --git a/docs/sphinx_source/index.rst b/docs/sphinx_source/index.rst index 3271e609..accfee39 100644 --- a/docs/sphinx_source/index.rst +++ b/docs/sphinx_source/index.rst @@ -1,16 +1,18 @@ Welcome to The CROWN documentation! -======================================== +#################################### The The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fast new way to convert NanoAOD samples into flat :code:`TTrees` to be used in further analysis. The main focus of the framework is to provide a fast and clean way of selecting events, calculating quantities and weights. The framework has minimal dependencies and only uses ROOT and it's Dataframe as a backend. .. note:: In order to get started, go here: :ref:`Getting started`. +.. note:: + To read about recent changes and new features, go here: :ref:`changelog`. + -.. image:: ../images/framework_workflow.svg - :width: 900 - :align: center - :alt: CROWN Workflow sketch +Available Analyses +******************* + The following analyses configurations are currently available in CROWN. If you want to add your own analysis configuration, contact the developers. .. list-table:: Available Analyses Configurations for CROWN :widths: 25 150 @@ -18,26 +20,26 @@ The The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fa * - Analysis name - Repository - * - ``tau`` + * - ``HTauTau`` - https://github.com/KIT-CMS/TauAnalysis-CROWN * - ``earlyrun3`` - https://github.com/khaosmos93/CROWN-config-earlyRun3 + * - ``WHTauTau`` + - https://github.com/KIT-CMS/WHTauTauAnalysis-CROWN +Documentation Content +###################### .. toctree:: :maxdepth: 2 introduction.rst + changelog.rst + postprocessing.rst Documentation -============== - -.. toctree:: - :maxdepth: 2 - :caption: How to contribute - - contrib.rst +************** .. toctree:: :maxdepth: 2 @@ -61,9 +63,15 @@ Documentation build_root.rst create_nanoaod.rst +.. toctree:: + :maxdepth: 2 + :caption: How to contribute + + contrib.rst + Index -====== +****** * :ref:`genindex` * :ref:`search` diff --git a/docs/sphinx_source/namespaces.rst b/docs/sphinx_source/namespaces.rst index c2eacd51..87d3287e 100644 --- a/docs/sphinx_source/namespaces.rst +++ b/docs/sphinx_source/namespaces.rst @@ -1,9 +1,14 @@ Documentation of Namespaces from C++ ===================================== -Pairquantities +Basefunctions *************** -.. doxygennamespace:: quantities +.. doxygennamespace:: basefunctions + :members: + +Pairselection +************* +.. doxygennamespace:: ditau_pairselection :members: Genparticles @@ -11,21 +16,29 @@ Genparticles .. doxygennamespace:: genmatching :members: -Metfilter -*********** -.. doxygennamespace:: metfilter +HTXS +*************** +.. doxygennamespace:: htxs :members: -Basefunctions -************* -.. doxygennamespace:: basefunctions +Jets +*************** +.. doxygennamespace:: jet :members: -.. doxygennamespace:: vectoroperations + +Lorentzvectors +*************** +.. doxygennamespace:: lorentzvectors :members: -Pairselection -************* -.. doxygennamespace:: pairselection +MET +*************** +.. doxygennamespace:: met + :members: + +Metfilter +*********** +.. doxygennamespace:: metfilter :members: Physicsobjects @@ -33,37 +46,33 @@ Physicsobjects .. doxygennamespace:: physicsobject :members: -Scalefactors +Particle Quantities +******************** +.. doxygennamespace:: quantities + :members: + + +Reweighting *************** -.. doxygennamespace:: scalefactor +.. doxygennamespace:: reweighting :members: -Jets +Scalefactors *************** -.. doxygennamespace:: jet +.. doxygennamespace:: scalefactor :members: + Trigger *************** .. doxygennamespace:: trigger :members: -Lorentzvectors -*************** -.. doxygennamespace:: lorentzvectors - :members: -HTXS -*************** -.. doxygennamespace:: htxs +Vectoroperations +****************** +.. doxygennamespace:: vectoroperations :members: -Reweighting -*************** -.. doxygennamespace:: reweighting - :members: + -MET -*************** -.. doxygennamespace:: met - :members: \ No newline at end of file diff --git a/docs/sphinx_source/postprocessing.rst b/docs/sphinx_source/postprocessing.rst new file mode 100644 index 00000000..28e0569a --- /dev/null +++ b/docs/sphinx_source/postprocessing.rst @@ -0,0 +1,41 @@ +Ntuples in Postprocessing +=========================== + +The CROWN Ntuples can be used by any Postprocessing framework. Some things have to be kept in mind, in order to ensure an easy processing. +Most important difference is, that only quantities affected by a shift are recalculated. This means the prostprocessing framework must be able to use a mixture of the original and the shifted quantities, when applying shifts. In order to make this step a bit easier, the information, which quantities are affected by a shift, is stored in the Ntuple. + +Quantity mapping +***************** + +To read the mapping from a NTuple, the python function listed below may be used. Two types of mapping are available, depending on the actual usecase. In the first, the mapping is sorted by shift; in the second the mapping is sorted by quantity. + +.. code-block:: python + + import ROOT as r + import glob, os + + def load_crown_mapping(filename, by_shift=False, by_quantity=False): + data = {} + r.gInterpreter.GenerateDictionary("map >", "map") + f = r.TFile.Open(filename) + if by_shift and not by_quantity: + name = "shift_quantities_map" + elif by_quantity and not by_shift: + name = "quantities_shift_map" + else: + print("Choose either by_shift or by_quantity, not both or none") + return data + print("Reading data") + m = f.Get(name) + for x, yy in m: + data[x] = [] + for y in yy: + data[x].append(y) + f.Close() + print("Cleaning up autogenerated files") + # cleanup autogenerated files + for f in glob.glob("AutoDict_*"): + os.remove(f) + return data + + # print(load_crown_mapping("path/to/testfile.root", by_quantity=True)) diff --git a/docs/sphinx_source/py_configuration.rst b/docs/sphinx_source/py_configuration.rst index 4f4e903a..d40f2f37 100644 --- a/docs/sphinx_source/py_configuration.rst +++ b/docs/sphinx_source/py_configuration.rst @@ -90,9 +90,15 @@ Parameters are added using the :py:func:`~code_generation.configuration.Configur This adds the parameters ``muon_iso_cut``, ``min_muon_pt``, ``max_muon_eta`` and ``muon_id`` to the parameter list of the producers ``mm`` and ``mt``. These parameters can be used by any producer in the ``mm`` and ``mt`` scope, and will be set to the given values. So e.g. in the :py:obj:`~code_generation.producers.muons.GoodMuonPtCut` producer -.. literalinclude:: ../../code_generation/producers/muons.py - :language: python - :lines: 71-77 +.. code-block:: python + + GoodMuonPtCut = Producer( + name="GoodMuonPtCut", + call="physicsobject::CutPt({df}, {input}, {output}, {min_muon_pt})", + input=[nanoAOD.Muon_pt], + output=[], + scopes=["em", "mt", "mm"], + ) the parameter ``min_muon_pt`` will be set to 23.0. @@ -165,7 +171,7 @@ The set of producers to be run can be defined using the :py:func:`~code_generati In this example, the producers ``GoodMuons``, ``VetoMuons``, ``MMPairSelection`` and ``GoodMMPairFilter`` are added to the list of producers ``mm``. The producers added here can be both a :py:class:`~code_generation.producer.Producer` or a :py:class:`~code_generation.producers.ProducerGroup`. Also, the order of the producers is not important. Using the :py:func:`~code_generation.configuration.Configuration.optimize` function, the producers ordering will be optimized, such that filters are always run first, and that producers that depend on other producers are run after the producers that they depend on. -The collection of available producers can be found in the :py:mod:`code_generation.producers` folder. An explanation on how producers are setup and linked to their corresponding C++ function is given in :ref:`Implementing the python interface for a new Producer`. +The collection of available producers can be found in the :py:mod:`code_generation.producers` folder. An explanation on how producers are setup and linked to their corresponding C++ function is given in :ref:`Defining a new python Producer`. Systematic Variations ********************** From 157be00c579451481cede8904ed84855cd70f222 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 16 Jan 2023 14:21:16 +0100 Subject: [PATCH 011/284] typos --- code_generation/analysis_template.cxx | 4 ++-- code_generation/code_generation.py | 12 ++++++------ 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index a294dc49..d4a7d071 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -94,8 +94,8 @@ int main(int argc, char *argv[]) { // clang-format off const std::map> output_quanties = {OUTPUT_QUANTITIES}; const std::map> variations = {SYSTEMATIC_VARIATIONS}; - std::map>> shift_quantities_map = {SHIFT_QUANTITES_MAP}; - std::map>> quantities_shift_map = {QUANTITES_SHIFT_MAP}; + std::map>> shift_quantities_map = {SHIFT_QUANTITIES_MAP}; + std::map>> quantities_shift_map = {QUANTITIES_SHIFT_MAP}; // clang-format on const std::string analysis = {ANALYSISTAG}; const std::string era = {ERATAG}; diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index 92339515..2a8c6e7f 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -313,8 +313,8 @@ def write_code(self, calls: str, includes: str, run_commands: str) -> None: .replace("{ANALYSISTAG}", '"Analysis={}"'.format(self.analysis_name)) .replace("{PROGRESS_CALLBACK}", self.set_process_tracking()) .replace("{OUTPUT_QUANTITIES}", self.set_output_quantities()) - .replace("{SHIFT_QUANTITES_MAP}", self.set_shift_quantites_map()) - .replace("{QUANTITES_SHIFT_MAP}", self.set_quantites_shift_map()) + .replace("{SHIFT_QUANTITIES_MAP}", self.set_shift_quantities_map()) + .replace("{QUANTITIES_SHIFT_MAP}", self.set_quantities_shift_map()) .replace("{SYSTEMATIC_VARIATIONS}", self.set_shifts()) .replace("{COMMITHASH}", '"{}"'.format(self.commit_hash)) .replace("{SETUP_IS_CLEAN}", self.setup_is_clean) @@ -619,9 +619,9 @@ def set_process_tracking(self) -> str: tracking += " });\n" return tracking - def set_shift_quantites_map(self) -> str: + def set_shift_quantities_map(self) -> str: """ - This function is used to generate a mappin of all quantites and the shifts, + This function is used to generate a mapping of all quantities and the shifts, the quantities are used in to be stored in the output file. The ordering is based on the shifts: @@ -672,9 +672,9 @@ def set_shift_quantites_map(self) -> str: ctring = ctring[:-2] + " }}" return ctring - def set_quantites_shift_map(self) -> str: + def set_quantities_shift_map(self) -> str: """ - This function is used to generate a mappin of all quantites and the shifts, + This function is used to generate a mapping of all quantities and the shifts, the quantities are used in to be stored in the output file. The ordering is based on the quantities: From ace0d0e32cdf9fd9124027bc51431d6c1abd1154 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 18 Jan 2023 13:28:14 +0100 Subject: [PATCH 012/284] all docstrings for producers --- code_generation/producer.py | 253 ++++++++++++++++++++++++++++++++++-- 1 file changed, 244 insertions(+), 9 deletions(-) diff --git a/code_generation/producer.py b/code_generation/producer.py index 11f9bfb0..f69de0bb 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -27,7 +27,17 @@ def __init__( output: Union[List[q.Quantity], None], scopes: List[str], ): - """Docstrings to be added ....""" + """ + A Producer is a class that holds all information about a producer. Input quantities are + + Args: + name: Name of the producer + call: The call of the producer. This is the C++ function call of the producer + input: A list of input quantities or a dict with scope specific input quantities + output: A list of output quantities + scopes: A list of scopes in which the producer is used + + """ log.debug("Setting up a new producer {}".format(name)) # sanity checks @@ -88,11 +98,29 @@ def __repr__(self) -> str: # another producer within the same scope. # If this occurs, a Exception is thrown, since this is not possible with dataframes def reserve_output(self, scope: str) -> None: + """ + Check if a output_quantity is already used as an output by another producer within the same scope. + This is an internal function and should not be called by the user. + + Args: + scope: The scope in which the output is reserved + + """ + if self.output is not None: for output_quantity in self.output: output_quantity.reserve_scope(scope) def shift(self, name: str, scope: str = "global") -> None: + """Add a shift to the producer. This is an internal function and should not be called by the user. + + Args: + name (str): Name of the shift + scope (str, optional): Name of the scope where the shift is to be applied. Defaults to "global". + + Raises: + Exception: If the producer does not have any output, or if the producer does not exist in the given scope, an exception is thrown + """ if scope not in self.scopes: log.error( "Trying to add shift %s to producer %s in scope %s, but producer does not exist in given scope!" @@ -109,6 +137,15 @@ def shift(self, name: str, scope: str = "global") -> None: entry.shift(name, scope) def ignore_shift(self, name: str, scope: str = "global") -> None: + """Ingore a given shift for a producer. This in an internal function and should not be called by the user. + + Args: + name (str): Name of the shift + scope (str, optional): Name of the scope where the shift is to be ignored. Defaults to "global". + + Raises: + Exception: If the producer does not have any output, or if the producer does not exist in the given scope, an exception is thrown + """ if scope not in self.scopes: log.error( "Trying to add shift %s to producer %s in scope %s, but producer does not exist in given scope!" @@ -124,18 +161,33 @@ def ignore_shift(self, name: str, scope: str = "global") -> None: for entry in self.output: entry.ignore_shift(name, scope) - def writecall(self, config, scope: str, shift: str = "nominal") -> str: + def writecall( + self, config: Dict[str, Dict[str, Any]], scope: str, shift: str = "nominal" + ) -> str: + """Function to generate the nessessary C++ calls for the code generation + + Args: + config (Dict[str, Dict[str, Any]]): Configuration dict containing the parameter and input / output information for the producer + scope (str): The scope in which the producer is to be called + shift (str, optional): The shift, for which the function call should be generated. Defaults to "nominal". + + Raises: + Exception: Raises an expection, the the requested shift is not available in the configuration + + Returns: + str: The generated C++ call + """ if self.output is None: config[shift]["output"] = "" config[shift]["output_vec"] = "" else: - # log.warning(f"Available shifts: {config.keys()}") - # log.warning(f"Configuration: {config[shift]}") - # log.warning("Writing call for {}".format(self.name)) - # log.warning("output: {}".format(self.output)) - # log.warning("name: {}".format(self.name)) - # log.warning("shift: {}".format(shift)) - # log.warning("Scopes: {}".format(config[shift].keys())) + log.warning(f"Available shifts: {config.keys()}") + log.warning(f"Configuration: {config[shift]}") + log.warning("Writing call for {}".format(self.name)) + log.warning("output: {}".format(self.output)) + log.warning("name: {}".format(self.name)) + log.warning("shift: {}".format(shift)) + log.warning("Scopes: {}".format(config[shift].keys())) config[shift]["output"] = ( '"' + '","'.join([x.get_leaf(shift, scope) for x in self.output]) + '"' ) @@ -184,6 +236,18 @@ def writecall(self, config, scope: str, shift: str = "nominal") -> str: def writecalls( self, config: Dict[str, Dict[str, Dict[str, str]]], scope: str ) -> List[str]: + """Function to generate calls for all shifts of a producer, wraping the writecall function + + Args: + Configuration dict containing the parameter and input / output information for the producer + scope (str): The scope in which the producer is to be called + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the producer + + Returns: + List[str]: Returns a list of C++ calls for all shifts of the producer + """ if scope not in self.scopes: log.error( "Exception ({}): Tried to use producer in scope {}, which the producer is not forseen for!".format( @@ -201,6 +265,17 @@ def writecalls( return calls def get_inputs(self, scope: str) -> List[q.Quantity]: + """Get a list of all inputs of the producer in a given scope + + Args: + scope (str): The scope in which the inputs are requested + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the producer + + Returns: + List[str]: Returns a list of Quantity objects, which are the inputs of the producer + """ if scope not in self.scopes: log.error( "Exception ({}): Tried to get producer inputs in scope {}, which the producer is not forseen for!".format( @@ -211,6 +286,17 @@ def get_inputs(self, scope: str) -> List[q.Quantity]: return self.input[scope] def get_outputs(self, scope: str) -> List[Union[q.QuantityGroup, q.Quantity]]: + """Get a list of all outputs of the producer in a given scope + + Args: + scope (str): The scope in which the outputs are requested + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the producer + + Returns: + List[Union[q.QuantityGroup, q.Quantity]]: Returns a list of Quantity objects, which are the outputs of the producer + """ if scope not in self.scopes: log.error( "Exception ({}): Tried to get producer outputs in scope {}, which the producer is not forseen for!".format( @@ -234,6 +320,16 @@ def __init__( scopes: List[str], vec_configs: List[str], ): + """A Vector Producer is a Producer which can be configured to produce multiple calls and outputs at once, deprecated in favor of the ExtendedVectorProducer + + Args: + name (str): Name of the producer + call (str): The call to be made in C++, with placeholders for the parameters + input (Union[List[q.Quantity], Dict[str, List[q.Quantity]]]): The inputs of the producer, either a list of Quantity objects, or a dict with the scope as key and a list of Quantity objects as value + output (Union[List[q.Quantity], None]): The outputs of the producer, either a list of Quantity objects, or None if the producer does not produce any output + scopes (List[str]): The scopes in which the producer is to be called + vec_configs (List[str]): A list of strings, which are the names of the parameters to be varied in the vectorized call + """ self.name = name super().__init__(name, call, input, output, scopes) self.vec_configs = vec_configs @@ -247,6 +343,18 @@ def __repr__(self) -> str: def writecalls( self, config: Dict[str, Dict[str, Dict[str, str]]], scope: str ) -> List[str]: + """Function to generate calls for all shifts of a producer, wraping the writecall function + + Args: + Configuration dict containing the parameter and input / output information for the producer + scope (str): The scope in which the producer is to be called + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the producer + + Returns: + List[str]: Returns a list of C++ calls for all shifts of the producer + """ basecall = self.call calls: List[str] = [] shifts = ["nominal"] @@ -301,6 +409,16 @@ def __init__( scope: Union[List[str], str], vec_config: str, ): + """A ExtendedVectorProducer is a Producer which can be configured to produce multiple calls and outputs at once + + Args: + name (str): Name of the producer + call (str): The call to be made in C++, with placeholders for the parameters + input (Union[List[q.Quantity], Dict[str, List[q.Quantity]]]): The inputs of the producer, either a list of Quantity objects, or a dict with the scope as key and a list of Quantity objects as value + output (Union[List[q.Quantity], None]): The outputs of the producer, either a list of Quantity objects, or None if the producer does not produce any output + scopes (List[str]): The scopes in which the producer is to be called + vec_configs (List[str]): The key of the vec config in the config dict + """ # we create a Quantity Group, which is updated during the writecalls() step self.outputname = output self.vec_config = vec_config @@ -331,6 +449,18 @@ def output_group(self) -> q.QuantityGroup: def writecalls( self, config: Dict[str, Dict[str, Dict[str, Any]]], scope: str ) -> List[str]: + """Function to generate all calls for all shifts of the ExtendedVectorProducer, wraping the writecall function + + Args: + Configuration dict containing the parameter and input / output information for the ExtendedVectorProducer + scope (str): The scope in which the ExtendedVectorProducer is to be called + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the ExtendedVectorProducer + + Returns: + List[str]: Returns a list of C++ calls for all shifts of the ExtendedVectorProducer + """ n_versions = len(config["nominal"][self.vec_config]) log.debug("Number of extended producers to be created {}".format(n_versions)) if self.output is None: @@ -368,6 +498,16 @@ def __init__( input: Union[List[q.Quantity], Dict[str, List[q.Quantity]]], scopes: List[str], ): + """A BaseFilter is a Producer which does not produce any output, but is used to filter events. + This class should not be used by the user, use the Filter class instead. + + Args: + name (str): name of the filter + call (str): The call to be made in C++, with placeholders for the parameters + input (Union[List[q.Quantity], Dict[str, List[q.Quantity]]]): The inputs of the filter, + either a list of Quantity objects, or a dict with the scope as key and a list of Quantity objects as value + scopes (List[str]): The scopes in which the filter is to be called + """ super().__init__(name, call, input, None, scopes) def __str__(self) -> str: @@ -379,12 +519,28 @@ def __repr__(self) -> str: def writecall( self, config: Dict[str, Dict[str, Dict[str, str]]], scope: str, shift: str = "" ) -> str: + """ + Do not use, filters do not support method writecall! + """ log.critical("{}: Filters do not support method writecall!".format(self.name)) raise Exception def writecalls( self, config: Dict[str, Dict[str, Dict[str, str]]], scope: str ) -> List[str]: + """The writecalls function of a BaseFilter is used to generate the C++ calls for the filter + + Args: + config (Dict[str, Dict[str, Dict[str, str]]]): The configuration dict containing the + parameters and input / output information for the filter + scope (str): The scope in which the filter is to be called + + Raises: + Exception: Raises an Exception, if the requested scope is not valid for the filter + + Returns: + List[str]: Returns a list of C++ calls for the filter + """ inputs: List[str] = [] for quantity in self.input[scope]: inputs.extend(quantity.get_leaves_of_scope(scope)) @@ -420,6 +576,16 @@ def __init__( Dict[str, List[Producer | ProducerGroup]], ], ): + """A ProducerGroup can be used to group multiple producers. This is useful to keep the configuration simpler and to ensure that the producers are called in the correct order. ProducerGroups can be nested. + + Args: + name (str): Name of the ProducerGroup + call (Union[str, None]): Typically, this is None + input (Union[List[q.Quantity], Dict[str, List[q.Quantity]], None]): The inputs of the ProducerGroup + output (Union[List[q.Quantity], None]): Output quantities of the Producer Group + scopes (List[str]): The scopes in which the ProducerGroup is to be called + subproducers (Union[ List[Producer | ProducerGroup], Dict[str, List[Producer | ProducerGroup]], ]): The subproducers of the ProducerGroup, either a list of Producer or ProducerGroup objects, or a dict with the scope as key and a list of Producer or ProducerGroup objects as value + """ self.name = name self.call = call self.output = output @@ -515,6 +681,11 @@ def __repr__(self) -> str: return "ProducerGroup: {}".format(self.name) def check_producer_scopes(self) -> None: + """Function to validate the scopes of the subproducers. Internal function. + + Raises: + Exception: If a scope is not found in the subproducer configuration, an exception is raised + """ for scope in self.scopes: if scope not in self.producers.keys(): raise Exception( @@ -524,6 +695,9 @@ def check_producer_scopes(self) -> None: ) def setup_own_producer(self) -> None: + """ + Function to setup a new producer within the ProducerGroup. Internal function. + """ producer = Producer(self.name, self.call, self.input, self.output, self.scopes) for scope in self.scopes: self.producers[scope].append(producer) @@ -531,14 +705,31 @@ def setup_own_producer(self) -> None: # for a producer group, step iteratively # through the subproducers and reserve the output there def reserve_output(self, scope: str) -> None: + """Function used to reserve the output for every producer in the group. Internal function. + + Args: + scope (str): Scope for which the output is reserved + """ for subproducer in self.producers[scope]: subproducer.reserve_output(scope) def shift(self, name: str, scope: str = "global") -> None: + """Function used to add a shift for every producer in the group. Wraps the shift function of a producer. Internal function. + + Args: + name (str): name of the shift + scope (str, optional): name of the scope. Defaults to "global". + """ for producer in self.producers[scope]: producer.shift(name, scope) def ignore_shift(self, name: str, scope: str = "global") -> None: + """Function used to ignore a shift for every producer in the group. Wraps the ignore_shift function of a producer. Internal function. + + Args: + name (str): name of the shift to be ingored + scope (str, optional): name of the scope. Defaults to "global". + """ for producer in self.producers[scope]: producer.ignore_shift(name, scope) @@ -550,6 +741,18 @@ def writecall( def writecalls( self, config: Dict[str, Dict[str, Dict[str, str]]], scope: str ) -> List[str]: + """Function to generate all calls for all shifts and all producer in the group, wraping the writecall function + + Args: + Configuration dict containing the parameter and input / output information for the ProducerGroup + scope (str): The scope in which the ProducerGroup is to be called + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the ProducerGroup + + Returns: + List[str]: Returns a list of C++ calls for all shifts of the ProducerGroup + """ calls: List[str] = [] for producer in self.producers[scope]: # duplicate outputs of vector subproducers if they were generated automatically @@ -572,6 +775,18 @@ def writecalls( return calls def get_inputs(self, scope: str) -> List[q.Quantity]: + """Get a list of all inputs of the ProducerGroup in a given scope + + Args: + scope (str): The scope in which the inputs are requested + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the ProducerGroup + + Returns: + List[str]: Returns a list of Quantity objects, which are the inputs of the ProducerGroup + """ + inputs: List[q.Quantity] = [] log.debug("Getting inputs for {}".format(self.name)) for subproducer in self.producers[scope]: @@ -580,6 +795,17 @@ def get_inputs(self, scope: str) -> List[q.Quantity]: return inputs def get_outputs(self, scope: str) -> List[q.Quantity]: + """Get a list of all outputs of the ProducerGroup in a given scope + + Args: + scope (str): The scope in which the outputs are requested + + Raises: + Exception: Raises an Exception, of the requested scope is not valid for the ProducerGroup + + Returns: + List[Union[q.QuantityGroup, q.Quantity]]: Returns a list of Quantity objects, which are the outputs of the ProducerGroup + """ outputs: List[q.Quantity] = [] log.debug("Getting outputs for {}".format(self.name)) for subproducer in self.producers[scope]: @@ -600,6 +826,15 @@ def __init__( Dict[str, List[Producer | ProducerGroup]], ], ): + """A Filter is used to filter events. Wraps the BaseFilter class, and is a ProducerGroup. + + Args: + name (str): name of the filter + call (str): the C++ function call to be used for the filter + input (Union[List[q.Quantity], Dict[str, List[q.Quantity]]]): The input quantities for the filter + scopes (List[str]): The scopes in which the filter is to be called + subproducers (Union[ List[Producer | ProducerGroup], Dict[str, List[Producer | ProducerGroup]], ]): The subproducers of the filter + """ self.__class__.PG_count = ProducerGroup.PG_count super().__init__(name, call, input, None, scopes, subproducers) ProducerGroup.PG_count = self.__class__.PG_count From c53bf94b70593dba9836a17fe37f6035551dc2c7 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 18 Jan 2023 13:38:07 +0100 Subject: [PATCH 013/284] update config string representation, add docstrings --- code_generation/configuration.py | 30 ++++++++++++++++++------------ 1 file changed, 18 insertions(+), 12 deletions(-) diff --git a/code_generation/configuration.py b/code_generation/configuration.py index cd132f27..9918513f 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -720,24 +720,30 @@ def __str__(self) -> str: """ String representation of the configuration. """ - returnstr = "Configuration:" - returnstr += " Era: {}".format(self.era) - returnstr += " Sample: {}".format(self.sample) - returnstr += " Scopes: {}".format(self.scopes) - returnstr += " Shifts: {}".format(self.shifts) - returnstr += " Rules: {}".format(self.rules) - returnstr += " Outputs:" + returnstr = "Configuration: \n" + returnstr += " Era: {}\n".format(self.era) + returnstr += " Sample: {}\n".format(self.sample) + returnstr += " Scopes: {}\n".format(self.scopes) + returnstr += " Shifts: {}\n".format(self.shifts) + returnstr += " Rules: {}\n".format(self.rules) + returnstr += " Outputs:\n" for scope in self.scopes: - returnstr += " {}: {}".format(scope, self.outputs[scope]) - returnstr += " Producers:" + returnstr += " {}: {}\n".format(scope, self.outputs[scope]) + returnstr += " Producers:\n" for scope in self.scopes: - returnstr += " {}: {}".format(scope, self.producers[scope]) - returnstr += " Config Parameters:" + returnstr += " {}: {}\n".format(scope, self.producers[scope]) + returnstr += " Config Parameters:\n" for scope in self.scopes: - returnstr += " {}: {}".format(scope, self.config_parameters[scope]) + returnstr += " {}: {}\n".format(scope, self.config_parameters[scope]) return returnstr def expanded_configuration(self) -> Configuration: + """Function used to generate an expanded version of the configuration, where all shifts are applied. + This expanded configuration is used by the code generator to generate the C++ code. + + Returns: + Configuration: Expanded configuration + """ expanded_configuration = {} for scope in self.scopes: expanded_configuration[scope] = {} From 00d6c94e4224914d379556f14db9058fdb82e652 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 18 Jan 2023 13:39:36 +0100 Subject: [PATCH 014/284] add FriendTreeConfiguration class for the production of friend trees --- code_generation/friend_trees.py | 155 ++++++++++++++++++++++++++++++++ 1 file changed, 155 insertions(+) create mode 100644 code_generation/friend_trees.py diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py new file mode 100644 index 00000000..3157e041 --- /dev/null +++ b/code_generation/friend_trees.py @@ -0,0 +1,155 @@ +from __future__ import annotations # needed for type annotations in > python 3.7 + +import logging +from code_generation.configuration import Configuration +from typing import List, Union + +from code_generation.exceptions import ( + ConfigurationError, + InvalidOutputError, + InsufficientShiftInformationError, +) +from code_generation.rules import ProducerRule + +log = logging.getLogger(__name__) + + +class FriendTreeConfiguration(Configuration): + """ + Configuration class for a FriendTree production with the CROWN framework. + Based on the main Configuration class, but with a few modifications nessessary + for a FriendTree configuration. The biggest differences + * the nominal version of quantities is optional and should only run if the user specifies it + * no global scope is required + * The ordering is not optimized, but taken directly from the configuration file + """ + + def __init__( + self, + era: str, + sample: str, + scopes: Union[str, List[str]], + shifts: Union[str, List[str]], + available_sample_types: Union[str, List[str]], + available_eras: Union[str, List[str]], + available_scopes: Union[str, List[str]], + run_nominal=False, + ): + super().__init__( + era, + sample, + scopes, + shifts, + available_sample_types, + available_eras, + available_scopes, + ) + self.run_nominal = run_nominal + # in the main constructor, the global scope is added to the scopes list. + # This is not needed for a friend tree configuration, so we remove it again here + if self.global_scope in self.scopes: + self.scopes.remove(self.global_scope) + self.global_scope = None + + # catch the case where the user specifies All as shifts + if shifts == "all": + raise InsufficientShiftInformationError(shifts) + + def optimize(self) -> None: + """ + Function used to optimize the FriendTreeConfiguration. In this case, no ordering optimization is performed. Optimizaion steps are: + + 1. Remove empty scopes + 2. Apply rules + + Args: + None + + Returns: + None + """ + self._apply_rules() + self._remove_empty_scopes() + + def _validate_outputs(self) -> None: + """ + Function used to validate the defined outputs. If an output is requested in the configuration, + but is not available, since no producer will be able to produce it, an error is raised. + + Args: + None + + Returns: + None + """ + for scope in [scope for scope in self.scopes]: + required_outputs = set(output for output in self.outputs[scope]) + # merge the two sets of outputs + provided_outputs = self.available_outputs[scope] + missing_outputs = required_outputs - provided_outputs + if len(missing_outputs) > 0: + raise InvalidOutputError(scope, missing_outputs) + + def add_modification_rule( + self, scopes: Union[str, List[str]], rule: ProducerRule + ) -> None: + """ + Function used to add a rule to the configuration. + + Args: + scopes: The scopes to which the rule should be added. This can be a list of scopes or a single scope. + rule: The rule to be added. This must be a ProducerRule object. + + Returns: + None + + """ + if not isinstance(rule, ProducerRule): + raise TypeError("Rule must be of type ProducerRule") + if not isinstance(scopes, list): + scopes = [scopes] + rule.set_scopes(scopes) + # TODO Check if this works without a global scope + if self.global_scope is not None: + rule.set_global_scope(self.global_scope) + self.rules.add(rule) + + def expanded_configuration(self) -> Configuration: + """Function used to generate an expanded version of the configuration, where all shifts are applied. + This expanded configuration is used by the code generator to generate the C++ code. + + Returns: + Configuration: Expanded configuration + """ + expanded_configuration = {} + for scope in self.scopes: + expanded_configuration[scope] = {} + if self.run_nominal: + log.debug("Adding nominal in scope {}".format(scope)) + expanded_configuration[scope]["nominal"] = self.config_parameters[scope] + if len(self.shifts[scope]) > 0: + for shift in self.shifts[scope]: + log.debug("Adding shift {} in scope {}".format(shift, scope)) + log.debug(" {}".format(self.shifts[scope][shift])) + try: + expanded_configuration[scope][shift] = ( + self.config_parameters[scope] | self.shifts[scope][shift] + ) + except KeyError: + expanded_configuration[scope][shift] = {} + expanded_configuration[scope][shift] = ( + self.config_parameters[scope] | self.shifts[scope][shift] + ) + # log.warn("Expanded configuration for scope {}".format(scope)) + # log.warn(expanded_configuration[scope]) + # check if any shift (including the nominal) is run, if not, exit with an error + if not any( + [len(expanded_configuration[scope]) > 0 for scope in expanded_configuration] + ): + error_msg = "Nothing to run, is the configuration valid? \n Provided Configuration: \n {}".format( + self + ) + raise ConfigurationError(error_msg) + + self.config_parameters = expanded_configuration + return self From 139977c407b9e942fc6ecb376ed489036432c635 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 18 Jan 2023 13:40:23 +0100 Subject: [PATCH 015/284] adapt template and code generation to produce friend trees and ntuples --- code_generation/analysis_template.cxx | 27 ++++++++-- code_generation/code_generation.py | 71 ++++++++++++++++++++------- code_generation/exceptions.py | 11 +++++ 3 files changed, 85 insertions(+), 24 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index d4a7d071..99f29f4c 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -51,6 +51,7 @@ int main(int argc, char *argv[]) { std::vector input_files; int nevents = 0; Logger::get("main")->info("Checking input files"); + std::string basetree = "Events"; for (int i = 2; i < argc; i++) { input_files.push_back(std::string(argv[i])); // Check if the input file exists and is readable, also get the number @@ -62,10 +63,26 @@ int main(int argc, char *argv[]) { argv[i]); return 1; } - TTree *t1 = (TTree *)f1->Get("Events"); - nevents += t1->GetEntries(); - Logger::get("main")->info("input_file {}: {} - {} Events", i - 1, - argv[i], t1->GetEntries()); + // Get a list of all keys in the file + TList *list = f1->GetListOfKeys(); + // Check if the Events tree exists + if (list->FindObject("Events")) { + TTree *t1 = (TTree *)f1->Get("Events"); + nevents += t1->GetEntries(); + Logger::get("main")->info("NanoAOD input_file {}: {} - {} Events", + i - 1, argv[i], t1->GetEntries()); + } else if (list->FindObject("ntuple")) { + TTree *t1 = (TTree *)f1->Get("ntuple"); + nevents += t1->GetEntries(); + basetree = "ntuple"; + Logger::get("main")->info("CROWN input_file {}: {} - {} Events", + i - 1, argv[i], t1->GetEntries()); + } else { + Logger::get("main")->critical("File {} does not contain a tree " + "named 'Events' or 'ntuple'", + argv[i]); + return 1; + } } const auto output_path = argv[1]; Logger::get("main")->info("Output directory: {}", output_path); @@ -79,7 +96,7 @@ int main(int argc, char *argv[]) { // {MULTITHREADING} // initialize df - ROOT::RDataFrame df0("Events", input_files); + ROOT::RDataFrame df0(basetree, input_files); Logger::get("main")->info("Starting Setup of Dataframe with {} events", nevents); diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index 2a8c6e7f..d967cffe 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -415,27 +415,43 @@ def generate_subsets(self, scope: str) -> None: subset.count, producer_name, scope ) ) - # two special cases: - # 1. global scope: there we have to use df0 as the input df - # 2. first call of all other scopes: we have to use the last global df as the input df - if scope == self.global_scope and is_first: - self.subset_calls[scope].append( - subset.call(inputscope="df0", outputscope=f"df{counter+1}_{scope}") - ) - elif is_first: - self.subset_calls[scope].append( - subset.call( - inputscope=f"df{self.main_counter[self.global_scope]}_{self.global_scope}", - outputscope=f"df{counter+1}_{scope}", + # two cases: + # 1. no global scope exists: we have to use df0 as the input df + # 2. there is a global scope, jump down + if self.global_scope is None: + if is_first: + self.subset_calls[scope].append( + subset.call(inputscope="df0", outputscope=f"df{counter+1}_{scope}") ) - ) - else: - self.subset_calls[scope].append( + else: + self.subset_calls[scope].append( subset.call( inputscope=f"df{counter}_{scope}", outputscope=f"df{counter+1}_{scope}", ) ) + else: + # two special cases: + # 1. global scope: there we have to use df0 as the input df + # 2. first call of all other scopes: we have to use the last global df as the input df + if scope == self.global_scope and is_first: + self.subset_calls[scope].append( + subset.call(inputscope="df0", outputscope=f"df{counter+1}_{scope}") + ) + elif is_first: + self.subset_calls[scope].append( + subset.call( + inputscope=f"df{self.main_counter[self.global_scope]}_{self.global_scope}", + outputscope=f"df{counter+1}_{scope}", + ) + ) + else: + self.subset_calls[scope].append( + subset.call( + inputscope=f"df{counter}_{scope}", + outputscope=f"df{counter+1}_{scope}", + ) + ) self.subset_includes.append(subset.include()) self.main_counter[scope] += 1 counter += 1 @@ -464,10 +480,15 @@ def generate_run_commands(self) -> str: scope=scope ) # convert output lists to a set to remove duplicates + + if self.global_scope is not None: + global_commands = self.output_commands[self.global_scope] + else: + global_commands = [] outputset = list( set( self.output_commands[scope] - + self.output_commands[self.global_scope] + + global_commands ) ) # sort the output list to get alphabetical order of the output names @@ -546,10 +567,14 @@ def set_output_quantities(self) -> str: output_quantities = "{" for scope in self._outputfiles_generated.keys(): # get the outputset for the scope + if self.global_scope is not None: + global_commands = self.output_commands[self.global_scope] + else: + global_commands = [] outputset = list( set( self.output_commands[scope] - + self.output_commands[self.global_scope] + + global_commands ) ) # now split by __ and get a set of all the shifts @@ -644,10 +669,14 @@ def set_shift_quantities_map(self) -> str: self.output_commands[scope].extend(output.get_leaves_of_scope(scope)) if len(self.output_commands[scope]) > 0 and scope != self.global_scope: # convert output lists to a set to remove duplicates + if self.global_scope is not None: + global_commands = self.output_commands[self.global_scope] + else: + global_commands = [] outputset = list( set( self.output_commands[scope] - + self.output_commands[self.global_scope] + + global_commands ) ) # now split by __ and get a set of all the shifts per variable @@ -697,10 +726,14 @@ def set_quantities_shift_map(self) -> str: self.output_commands[scope].extend(output.get_leaves_of_scope(scope)) if len(self.output_commands[scope]) > 0 and scope != self.global_scope: # convert output lists to a set to remove duplicates + if self.global_scope is not None: + global_commands = self.output_commands[self.global_scope] + else: + global_commands = [] outputset = list( set( self.output_commands[scope] - + self.output_commands[self.global_scope] + + global_commands ) ) # now split by __ and get a set of all the shifts per variable diff --git a/code_generation/exceptions.py b/code_generation/exceptions.py index f677153e..abcb3388 100644 --- a/code_generation/exceptions.py +++ b/code_generation/exceptions.py @@ -88,3 +88,14 @@ def __init__(self, shift: str, sample: str, scope: Union[str, None] = None): shift, scope, sample ) super().__init__(self.message) + +class InsufficientShiftInformationError(ConfigurationError): + """ + Exception raised if "all" is used for the shift settings for a FriendTree + """ + + def __init__(self, shift: Union[str, List[str]]): + self.message = "Shift(s) {} cannot be used for a FriendTreeConfiguration ! You have to specify all shifts that are requried.".format( + shift + ) + super().__init__(self.message) From c8558a3947b120b8c2a23c2d657e7b26fbbdb037 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 18 Jan 2023 16:43:20 +0100 Subject: [PATCH 016/284] black, remove debug printout --- code_generation/code_generation.py | 50 ++++++++++-------------------- code_generation/producer.py | 14 ++++----- 2 files changed, 23 insertions(+), 41 deletions(-) diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index d967cffe..cd42856f 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -421,22 +421,26 @@ def generate_subsets(self, scope: str) -> None: if self.global_scope is None: if is_first: self.subset_calls[scope].append( - subset.call(inputscope="df0", outputscope=f"df{counter+1}_{scope}") + subset.call( + inputscope="df0", outputscope=f"df{counter+1}_{scope}" + ) ) else: self.subset_calls[scope].append( - subset.call( - inputscope=f"df{counter}_{scope}", - outputscope=f"df{counter+1}_{scope}", + subset.call( + inputscope=f"df{counter}_{scope}", + outputscope=f"df{counter+1}_{scope}", + ) ) - ) else: # two special cases: # 1. global scope: there we have to use df0 as the input df # 2. first call of all other scopes: we have to use the last global df as the input df if scope == self.global_scope and is_first: self.subset_calls[scope].append( - subset.call(inputscope="df0", outputscope=f"df{counter+1}_{scope}") + subset.call( + inputscope="df0", outputscope=f"df{counter+1}_{scope}" + ) ) elif is_first: self.subset_calls[scope].append( @@ -485,12 +489,7 @@ def generate_run_commands(self) -> str: global_commands = self.output_commands[self.global_scope] else: global_commands = [] - outputset = list( - set( - self.output_commands[scope] - + global_commands - ) - ) + outputset = list(set(self.output_commands[scope] + global_commands)) # sort the output list to get alphabetical order of the output names outputset.sort() outputstring = '", "'.join(outputset) @@ -571,12 +570,7 @@ def set_output_quantities(self) -> str: global_commands = self.output_commands[self.global_scope] else: global_commands = [] - outputset = list( - set( - self.output_commands[scope] - + global_commands - ) - ) + outputset = list(set(self.output_commands[scope] + global_commands)) # now split by __ and get a set of all the shifts quantityset = list(set([x.split("__")[0] for x in outputset])) quantityset.sort() @@ -629,10 +623,8 @@ def set_process_tracking(self) -> str: tracking += " c_{scope}.OnPartialResultSlot(quantile, [&{scope}_bar_mutex, &{scope}_processed, &quantile, &nevents](unsigned int /*slot*/, ULong64_t /*_c*/) {{".format( scope=scope ) - tracking += ( - "\n std::lock_guard lg({scope}_bar_mutex);\n".format( - scope=scope - ) + tracking += "\n std::lock_guard lg({scope}_bar_mutex);\n".format( + scope=scope ) tracking += " {scope}_processed += quantile;\n".format(scope=scope) tracking += " float percentage = 100 * (float){scope}_processed / (float)nevents;\n".format( @@ -673,12 +665,7 @@ def set_shift_quantities_map(self) -> str: global_commands = self.output_commands[self.global_scope] else: global_commands = [] - outputset = list( - set( - self.output_commands[scope] - + global_commands - ) - ) + outputset = list(set(self.output_commands[scope] + global_commands)) # now split by __ and get a set of all the shifts per variable for i, output in enumerate(outputset): try: @@ -730,12 +717,7 @@ def set_quantities_shift_map(self) -> str: global_commands = self.output_commands[self.global_scope] else: global_commands = [] - outputset = list( - set( - self.output_commands[scope] - + global_commands - ) - ) + outputset = list(set(self.output_commands[scope] + global_commands)) # now split by __ and get a set of all the shifts per variable for i, output in enumerate(outputset): try: diff --git a/code_generation/producer.py b/code_generation/producer.py index f69de0bb..727efd0a 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -181,13 +181,13 @@ def writecall( config[shift]["output"] = "" config[shift]["output_vec"] = "" else: - log.warning(f"Available shifts: {config.keys()}") - log.warning(f"Configuration: {config[shift]}") - log.warning("Writing call for {}".format(self.name)) - log.warning("output: {}".format(self.output)) - log.warning("name: {}".format(self.name)) - log.warning("shift: {}".format(shift)) - log.warning("Scopes: {}".format(config[shift].keys())) + # log.warning(f"Available shifts: {config.keys()}") + # log.warning(f"Configuration: {config[shift]}") + # log.warning("Writing call for {}".format(self.name)) + # log.warning("output: {}".format(self.output)) + # log.warning("name: {}".format(self.name)) + # log.warning("shift: {}".format(shift)) + # log.warning("Scopes: {}".format(config[shift].keys())) config[shift]["output"] = ( '"' + '","'.join([x.get_leaf(shift, scope) for x in self.output]) + '"' ) From 239e0a3cc6bb77108fee45b4e00b832e267c5980 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 20 Jan 2023 11:46:19 +0100 Subject: [PATCH 017/284] add correct treatment of shifted quantitites to friend trees --- analysis_configurations/unittest/generate.py | 2 +- .../unittest/quantities/output.py | 3 + code_generation/friend_trees.py | 156 +++++++++++++++++- code_generation/producer.py | 25 ++- 4 files changed, 175 insertions(+), 11 deletions(-) diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 2f8a9372..a1a3ec9e 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -29,7 +29,7 @@ def run(args): available_scopes = ["et", "mt", "tt", "em", "mm", "ee"] ## setup variables - shifts = set([shift.lower() for shift in args.shifts]) + shifts = set([shift for shift in args.shifts]) sample_group = args.sample era = args.era scopes = list(set([scope.lower() for scope in args.scopes])) diff --git a/analysis_configurations/unittest/quantities/output.py b/analysis_configurations/unittest/quantities/output.py index ec35f6c6..6c256fde 100644 --- a/analysis_configurations/unittest/quantities/output.py +++ b/analysis_configurations/unittest/quantities/output.py @@ -214,3 +214,6 @@ id_wgt_mu_2 = Quantity("id_wgt_mu_2") iso_wgt_mu_1 = Quantity("iso_wgt_mu_1") iso_wgt_mu_2 = Quantity("iso_wgt_mu_2") +# friend tree weights +id_wgt_mu_friend_1 = Quantity("id_wgt_mu_friend_1") +iso_wgt_mu_friend_1 = Quantity("iso_wgt_mu_friend_1") \ No newline at end of file diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 3157e041..b084a7c9 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -1,14 +1,20 @@ from __future__ import annotations # needed for type annotations in > python 3.7 import logging +import ROOT +import json +import glob +import os +from time import time from code_generation.configuration import Configuration -from typing import List, Union +from typing import List, Union, Dict from code_generation.exceptions import ( ConfigurationError, InvalidOutputError, InsufficientShiftInformationError, ) +from code_generation.producer import Producer, ProducerGroup from code_generation.rules import ProducerRule log = logging.getLogger(__name__) @@ -22,6 +28,9 @@ class FriendTreeConfiguration(Configuration): * the nominal version of quantities is optional and should only run if the user specifies it * no global scope is required * The ordering is not optimized, but taken directly from the configuration file + * information about the input file is required. This information can be provided, + by a json file, or by providing an input root file. + * When using an input root file, only a single sample type is allowed """ def __init__( @@ -33,6 +42,7 @@ def __init__( available_sample_types: Union[str, List[str]], available_eras: Union[str, List[str]], available_scopes: Union[str, List[str]], + input_information: Union[str, Dict[str, List[str]]], run_nominal=False, ): super().__init__( @@ -55,12 +65,117 @@ def __init__( if shifts == "all": raise InsufficientShiftInformationError(shifts) + # all requested shifts are stored in a seperate varaiable, they have to be added to all producers later + self.input_shifts = shifts + self.input_quantities_mapping = self._readout_input_information( + input_information + ) + + def _readout_input_information( + self, input_information: Union[str, Dict[str, List[str]]], + ) -> Dict[str, List[str]]: + """ + """ + + # first check if the input is a root file or a json file + data = {} + if isinstance(input_information, str): + if input_information.endswith(".root"): + data = self._readout_input_root_file(input_information) + elif input_information.endswith(".json"): + data = self._readout_input_json_file(input_information) + else: + raise ConfigurationError( + f"Input information file {input_information} is not a json or root file" + ) + return data + + def _readout_input_root_file(self, input_file: str) -> Dict[str, List[str]]: + """Read the shift_quantities_map from the input root file and return it as a dictionary + + Args: + input_file (str): Path to the input root file + + Returns: + Dict[str, List[str]]: Dictionary containing the shift_quantities_map + """ + + data = {} + start = time() + log.info(f"Reading quantities information from {input_file}") + ROOT.gSystem.Load(os.path.abspath(__file__), "/maplib.so") + f = ROOT.TFile.Open(input_file) + name = "shift_quantities_map" + m = f.Get(name) + for shift, quantities in m: + data[shift] = [quantity for quantity in quantities] + f.Close() + log.info( + f"Reading quantities information took {round(time() - start,2)} seconds" + ) + return data + + def _readout_input_root_file_alternative( + self, input_file: str + ) -> Dict[str, List[str]]: + """Read the shift_quantities_map from the input root file and return it as a dictionary + + Args: + input_file (str): Path to the input root file + + Returns: + Dict[str, List[str]]: Dictionary containing the shift_quantities_map + """ + + data = {} + start = time() + log.info(f"Reading quantities information from {input_file}") + f = ROOT.TFile.Open(input_file) + quantities = f.Get("ntuple").GetListOfLeaves() + for quantity in quantities: + try: + (quantity, shift) = quantity.GetName().split("__") + + except ValueError: + quantity = quantity.GetName() + shift = "" + if shift not in data: + data[shift] = [] + data[shift].append(quantity) + f.Close() + log.info( + f"Reading quantities information took {round(time() - start,2)} seconds" + ) + return data + + def _readout_input_json_file(self, input_file: str) -> Dict[str, List[str]]: + """Read the shift_quantities_map from the input json file and return it as a dictionary + + Args: + input_file (str): Path to the input json file + + Returns: + Dict[str, List[str]]: Dictionary containing the shift_quantities_map + """ + with open(input_file) as f: + data = json.load(f) + if self.sample not in data: + raise ConfigurationError( + f"Sample type {self.sample} not found in input information file {input_file}" + ) + else: + data = data[self.sample] + def optimize(self) -> None: """ - Function used to optimize the FriendTreeConfiguration. In this case, no ordering optimization is performed. Optimizaion steps are: + Function used to optimize the FriendTreeConfiguration. In this case, no ordering + optimization is performed. Optimizaion steps are: - 1. Remove empty scopes - 2. Apply rules + + 1. Apply rules + 2. Add all requested shifts to all producers. This addition is trivial, since + the shifted quantities are already available in the input file + 3. Remove empty scopes Args: None @@ -69,8 +184,39 @@ def optimize(self) -> None: None """ self._apply_rules() + self._add_requested_shifts() self._remove_empty_scopes() + def _add_requested_shifts(self) -> None: + # first shift the output quantities + for scope in self.scopes: + for shift in self.input_shifts: + if shift != "nominal": + shiftname = "__" + shift + for producer in self.producers[scope]: + log.warn("Adding shift %s to producer %s", shift, producer) + producer.shift(shiftname, scope) + # second step is to shift the inputs of the producer + self._shift_producer_inputs(producer, shift, scope) + self.shifts[scope][shiftname] = {} + + def _shift_producer_inputs(self, producer, shift, scope): + # if the producer is not of Type ProducerGroup we can directly shift the inputs + if isinstance(producer, Producer): + inputs = producer.get_inputs(scope) + # only shift if necessary + if shift in self.input_quantities_mapping.keys(): + inputs_to_shift = [] + for input in inputs: + if input.name in self.input_quantities_mapping[shift]: + inputs_to_shift.append(input) + log.info(f"Shifting inputs {inputs_to_shift} of producer {producer}") + producer.shift_inputs("__" + shift, scope, inputs_to_shift) + print(producer) + elif isinstance(producer, ProducerGroup): + for producer in producer.producers: + self._shift_producer_inputs(producer, shift, scope) + def _validate_outputs(self) -> None: """ Function used to validate the defined outputs. If an output is requested in the configuration, @@ -140,8 +286,6 @@ def expanded_configuration(self) -> Configuration: expanded_configuration[scope][shift] = ( self.config_parameters[scope] | self.shifts[scope][shift] ) - # log.warn("Expanded configuration for scope {}".format(scope)) - # log.warn(expanded_configuration[scope]) # check if any shift (including the nominal) is run, if not, exit with an error if not any( [len(expanded_configuration[scope]) > 0 for scope in expanded_configuration] diff --git a/code_generation/producer.py b/code_generation/producer.py index 727efd0a..6ca9115b 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -136,6 +136,25 @@ def shift(self, name: str, scope: str = "global") -> None: for entry in self.output: entry.shift(name, scope) + def shift_inputs(self, name: str, scope: str, inputs_to_shift: List[str]) -> None: + """ + Shift all inputs of a producer. This is an internal function and should not be called by the user. + + Args: + name: Name of the shift + scope: Name of the scope where the shift is to be applied + """ + if scope not in self.scopes: + log.error( + "Trying to add shift %s to producer %s in scope %s, but producer does not exist in given scope!" + % (name, self.name, scope) + ) + raise Exception + for entry in self.input[scope]: + if entry in inputs_to_shift: + log.info(f"Shifting {entry.name}") + entry.shift(name, scope) + def ignore_shift(self, name: str, scope: str = "global") -> None: """Ingore a given shift for a producer. This in an internal function and should not be called by the user. @@ -572,8 +591,7 @@ def __init__( output: Union[List[q.Quantity], None], scopes: List[str], subproducers: Union[ - List[Producer | ProducerGroup], - Dict[str, List[Producer | ProducerGroup]], + List[Producer | ProducerGroup], Dict[str, List[Producer | ProducerGroup]], ], ): """A ProducerGroup can be used to group multiple producers. This is useful to keep the configuration simpler and to ensure that the producers are called in the correct order. ProducerGroups can be nested. @@ -822,8 +840,7 @@ def __init__( input: Union[List[q.Quantity], Dict[str, List[q.Quantity]]], scopes: List[str], subproducers: Union[ - List[Producer | ProducerGroup], - Dict[str, List[Producer | ProducerGroup]], + List[Producer | ProducerGroup], Dict[str, List[Producer | ProducerGroup]], ], ): """A Filter is used to filter events. Wraps the BaseFilter class, and is a ProducerGroup. From 3b0cc8f148388ee5df19a8592726a29a742333ca Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 20 Jan 2023 11:46:49 +0100 Subject: [PATCH 018/284] add test for friend tree producer --- .../unittest/producers/muon_sf_friends.py | 20 ++++++ .../unittest/unittest_friends.py | 70 +++++++++++++++++++ tests/CMakeLists.txt | 21 +++++- 3 files changed, 109 insertions(+), 2 deletions(-) create mode 100644 analysis_configurations/unittest/producers/muon_sf_friends.py create mode 100644 analysis_configurations/unittest/unittest_friends.py diff --git a/analysis_configurations/unittest/producers/muon_sf_friends.py b/analysis_configurations/unittest/producers/muon_sf_friends.py new file mode 100644 index 00000000..a1ba6dcd --- /dev/null +++ b/analysis_configurations/unittest/producers/muon_sf_friends.py @@ -0,0 +1,20 @@ +from ..quantities import output as q +from ..quantities import nanoAOD as nanoAOD +from code_generation.producer import Producer + + +MuonIDSF_friends_1 = Producer( + name="MuonIDSF_friends_1", + call='scalefactor::embedding::muon_sf({df}, {input}, {output}, "{muon_sf_file}", "emb", "{muon_id_sf}")', + input=[q.pt_1, q.eta_1], + output=[q.id_wgt_mu_friend_1], + scopes=["mt"], +) + +MuonIsoSF_friends_1 = Producer( + name="MuonIsoSF_friends_1", + call='scalefactor::embedding::muon_sf({df}, {input}, {output}, "{muon_sf_file}", "emb", "{muon_iso_sf}")', + input=[q.pt_1, q.eta_1], + output=[q.iso_wgt_mu_friend_1], + scopes=["mt"], +) \ No newline at end of file diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py new file mode 100644 index 00000000..0d28c1b3 --- /dev/null +++ b/analysis_configurations/unittest/unittest_friends.py @@ -0,0 +1,70 @@ +from __future__ import annotations # needed for type annotations in > python 3.7 + +from typing import List + +from .producers import muon_sf_friends as muon_sf_friends +from .producers import event as event +from .producers import genparticles as genparticles +from .producers import jets as jets +from .producers import met as met +from .producers import muons as muons +from .producers import pairquantities as pairquantities +from .producers import pairselection as pairselection +from .producers import scalefactors as scalefactors +from .producers import taus as taus +from .producers import triggers as triggers +from .quantities import nanoAOD as nanoAOD +from .quantities import output as q +# from code_generation.configuration import Configuration +from code_generation.friend_trees import FriendTreeConfiguration + + +def build_config( + era: str, + sample: str, + scopes: List[str], + shifts: List[str], + available_sample_types: List[str], + available_eras: List[str], + available_scopes: List[str], +): + input_testfile = "/work/sbrommer/ntuple_prototype/CROWNTestingSamples/CrownNtuple.root" + run_nominal = ( + True if "nominal" in shifts else False + ) + configuration = FriendTreeConfiguration( + era, + sample, + scopes, + shifts, + available_sample_types, + available_eras, + available_scopes, + input_testfile, + run_nominal=run_nominal, + ) + + configuration.add_config_parameters( + ["mt"], + { + "muon_sf_file": "data/embedding/muon_2018UL.json.gz", + "muon_id_sf": "ID_pt_eta_bins", + "muon_iso_sf": "Iso_pt_eta_bins", + }, + ) + + configuration.add_producers( + ["mt"], + [muon_sf_friends.MuonIDSF_friends_1, muon_sf_friends.MuonIsoSF_friends_1,], + ) + + configuration.add_outputs(["mt"], [q.id_wgt_mu_friend_1, q.iso_wgt_mu_friend_1,]) + + ######################### + # Finalize and validate the configuration + ######################### + configuration.optimize() + configuration.validate() + configuration.report() + return configuration.expanded_configuration() + diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 4a34ce9e..d8f10c2b 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -7,8 +7,25 @@ set_tests_properties(download_sample PROPERTIES FIXTURES_SETUP download_sample) # Generate a test for each generated target foreach(TARGET_NAME ${TARGET_NAMES}) message(STATUS "Add test for target ${TARGET_NAME}") - add_test(NAME ${TARGET_NAME} + add_test(NAME crown_ntuple WORKING_DIRECTORY ${INSTALLDIR} COMMAND ${TARGET_NAME} output_${TARGET_NAME}.root nanoAOD.root) - set_tests_properties(${TARGET_NAME} PROPERTIES FIXTURES_REQUIRED download_sample) + set_tests_properties(crown_ntuple PROPERTIES FIXTURES_REQUIRED download_sample) +endforeach() + + +# add friend tree test +# Add target to download input file +add_test(NAME friends_download_sample + WORKING_DIRECTORY ${INSTALLDIR} + COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/CrownNtuple.root) +set_tests_properties(friends_download_sample PROPERTIES FIXTURES_SETUP friends_download_sample) + +# Generate a test for each generated target +foreach(TARGET_NAME ${TARGET_NAMES}) + message(STATUS "Add test for target ${TARGET_NAME}") + add_test(NAME friends_ntuple + WORKING_DIRECTORY ${INSTALLDIR} + COMMAND ${TARGET_NAME} output_${TARGET_NAME}.root CrownNtuple.root) + set_tests_properties(friends_ntuple PROPERTIES FIXTURES_REQUIRED friends_download_sample) endforeach() From 824a6a6f540880b78292c7a0d9959c01b63ca3d7 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 20 Jan 2023 12:45:39 +0100 Subject: [PATCH 019/284] add lib for reading rootfile map --- code_generation/maplib.so | Bin 0 -> 70408 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100755 code_generation/maplib.so diff --git a/code_generation/maplib.so b/code_generation/maplib.so new file mode 100755 index 0000000000000000000000000000000000000000..69c87a5865726154628bcf2ca6284b6691bf385a GIT binary patch literal 70408 zcmeHQ3tU{qxj(!j62oq6RBE-Zkyy|KSON)ad_Z8sS+gW-AdmVwEV~P=f!%c<1gwuJ zNz4|p)b_Tvwzu>h?Y%a?YBja3ViJ?s+Xp_ITCH5Ix`+>~Ra2{S|KH4<-NVTun}{U$ z_sik8%$fh0`R1E%zWL^xIp@r|!D?TYo|Y!5M}~BvM6tmpj#P>ZTW2QHR7w@n@lvJq zdFgbPHdCZY7VKZcQ8ko|JWkZI=(Lgk;b>(4_W*9Z5G57*`Jc>B{ih9 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[PATCH 020/284] add github workflow for friends --- .github/workflows/checks.yml | 60 ++- .../unittest/dyjets_shift_quantities_map.json | 459 ++++++++++++++++++ .../unittest/generate_input_map.py | 29 ++ .../unittest/unittest_friends.py | 23 +- code_generation/friend_trees.py | 3 +- 5 files changed, 552 insertions(+), 22 deletions(-) create mode 100644 analysis_configurations/unittest/dyjets_shift_quantities_map.json create mode 100644 analysis_configurations/unittest/generate_input_map.py diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 96050021..cf9210d6 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -17,6 +17,8 @@ env: ERAS: 2018 SCOPES: "mt,mm,et" SHIFTS: "all" + FRIEND_CONFIG: unittest_friends + FRIEND_SHIFTS: "nominal,jetUncTotalUp,jetUncTotalDown,tauMuFakeEsDown" jobs: build_project: @@ -27,25 +29,54 @@ jobs: steps: - name: update Arch keyring - run: pacman -Sc && pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm + run: pacman -Sc --noconfirm && pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm - name: Install missing software run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost openssh --ignore root --ignore openssl - # - name: apt update - # run: apt-get -y update + - name: Install python packages + run: python -m ensurepip --default-pip && python -m pip install GitPython && python -m pip install numpy --upgrade && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git - # - name: add python 3.9 from deadsnakes - # run: apt-get install -y software-properties-common && add-apt-repository -y ppa:deadsnakes/ppa + - name: Clone project + uses: actions/checkout@v3 + with: + ssh-key: ${{ secrets.CERN_GITLAB_PRIVATE_KEY }} + submodules: "recursive" + ssh-strict: "false" + ssh-known-hosts: "[gitlab.cern.ch]:7999 ssh-rsa AAAAB3NzaC1yc2EAAAABIwAAAQEAubVS0czgKaPkC5cfB75CI3XjgWBv7pj2ILiZezVf8okkCAYr+bf4w6VrH2pyv3NRUW5Mm8U/3zoSNcrYIqhFFpz6R62/3xt8hMrPKJKstbt1lSIr8QhEyD24SJEKugMi560BWRPkTzXrrFgxz0X4vuKKytpvihRsccZ7F1JaX76UCWEJ3Xr2BFCEnnN6gj9nvFr4gvSMneunWVLGw2KcHwS1OJfnWBlp3fB0rYWSxZAoVjcjZjvv3hioEftaTapff2PkdQIX//N9Cc555FzdmMzixTvU5j/i+QvjxWVbEBNSKI6te6udC4fYUZMePs2QQnqw9mXUQtaQtw+HV7utuw==" - # - name: Install python 3.9 - # run: apt-get install -y python3.9 python3.9-dev python3.9-venv + - name: Create Build Environment + shell: bash + run: cmake -E make_directory ${{github.workspace}}/build - # - name: apt update - # run: apt-get -y update + - name: adding a system path + run: echo "$HOME/.local/bin" >> $GITHUB_PATH + + - name: Configure CMake + shell: bash + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$SCOPES -DSHIFTS=$SHIFTS -DOPTIMIZED=false + + - name: Build + shell: bash + run: cd ${{github.workspace}}/build && make install -j 2 + + - name: Test + shell: bash + run: cd ${{github.workspace}}/build && ctest -V --exclude-regex "friends.*." + + build_friends: + runs-on: ubuntu-20.04 + container: + image: rootproject/root:6.26.10-arch + options: --user 0 # run as root + + steps: + - name: update Arch keyring + run: pacman -Sc --noconfirm && pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm + + - name: Install missing software + run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost openssh --ignore root --ignore openssl - # - name: Install missing software - # run: apt-get install -y make git build-essential mlocate - name: Install python packages run: python -m ensurepip --default-pip && python -m pip install GitPython && python -m pip install numpy --upgrade && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git @@ -67,15 +98,16 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$SCOPES -DSHIFTS=$SHIFTS -DOPTIMIZED=false + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false - name: Build shell: bash - run: cd ${{github.workspace}}/build && make install + run: cd ${{github.workspace}}/build && make install -j 2 - name: Test shell: bash - run: cd ${{github.workspace}}/build && ctest -V + run: cd ${{github.workspace}}/build && ctest -V --exclude-regex "friends.*." + python_format: runs-on: ubuntu-20.04 diff --git a/analysis_configurations/unittest/dyjets_shift_quantities_map.json b/analysis_configurations/unittest/dyjets_shift_quantities_map.json new file mode 100644 index 00000000..15b07447 --- /dev/null +++ b/analysis_configurations/unittest/dyjets_shift_quantities_map.json @@ -0,0 +1,459 @@ +{ + "dyjets": { + "": [ + "id_tau_vsJet_VLoose_2", + "id_tau_vsJet_VVLoose_2", + "jphi_1", + "q_2", + "id_wgt_tau_vsEle_VLoose_2", + "id_tau_vsEle_VTight_2", + "extramuon_veto", + "id_tau_vsJet_Tight_2", + "mass_1", + "puweight", + "metcov10", + "jtag_value_1", + "eta_2", + "met", + "jpt_2", + "id_wgt_tau_vsMu_Medium_2", + "mt_1", + "id_tau_vsMu_Medium_2", + "decaymode_2", + "dxy_2", + "id_wgt_tau_vsEle_Medium_2", + "btag_value_2", + "mass_2", + "iso_1", + "id_tau_vsJet_Loose_2", + "pt_2", + "extraelec_veto", + "phi_1", + "njets", + "id_tau_vsMu_Tight_2", + "jeta_1", + "gen_phi_1", + "id_wgt_tau_vsJet_Tight_2", + "id_wgt_tau_vsJet_Medium_2", + "btag_value_1", + "mt_2", + "id_tau_vsJet_VTight_2", + "id_wgt_tau_vsEle_VVTight_2", + "metphi_uncorrected", + "id_wgt_tau_vsMu_Loose_2", + "id_tau_vsEle_Medium_2", + "jtag_value_2", + "id_tau_vsEle_VVLoose_2", + "genbosonmass", + "id_wgt_tau_vsEle_Tight_2", + "id_wgt_tau_vsJet_Loose_2", + "mTdileptonMET", + "gen_eta_2", + "metphi", + "is_embedding", + "jphi_2", + "id_tau_vsEle_Tight_2", + "is_wjets", + "gen_pt_1", + "event", + "is_diboson", + "phi_2", + "bpt_2", + "pt_tt", + "gen_eta_1", + "is_ggh_htautau", + "eta_1", + "beta_2", + "id_tau_vsMu_Loose_2", + "id_wgt_tau_vsJet_VTight_2", + "gen_mass_1", + "is_dyjets", + "metcov01", + "id_wgt_tau_vsEle_Loose_2", + "pt_ttjj", + "dz_1", + "bphi_2", + "taujet_pt_2", + "id_wgt_tau_vsMu_VLoose_2", + "is_data", + "gen_match_2", + "jeta_2", + "id_wgt_tau_vsJet_VLoose_2", + "dz_2", + "gen_taujet_pt_2", + "id_tau_vsJet_VVVLoose_2", + "iso_wgt_mu_1", + "gen_pdgid_2", + "pzetamissvis", + "id_tau_vsEle_Loose_2", + "id_tau_vsMu_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "metcov11", + "is_vbf_htautau", + "dimuon_veto", + "pfmet", + "id_wgt_tau_vsEle_VVLoose_2", + "id_tau_vsJet_VVTight_2", + "is_ttbar", + "beta_1", + "pt_vis", + "gen_pt_2", + "gen_m_vis", + "gen_mass_2", + "id_wgt_tau_vsJet_VVLoose_2", + "jpt_1", + "q_1", + "metcov00", + "bphi_1", + "pfmet_uncorrected", + "dxy_1", + "run", + "mt_tot", + "pfmetphi_uncorrected", + "gen_phi_2", + "nbtag", + "pfmetphi", + "m_vis", + "ntaus", + "metSumEt", + "lumi", + "id_tau_vsEle_VLoose_2", + "id_wgt_tau_vsMu_Tight_2", + "id_tau_vsJet_Medium_2", + "gen_pdgid_1", + "id_wgt_tau_vsEle_VTight_2", + "bpt_1", + "id_wgt_tau_vsJet_VVVLoose_2", + "id_wgt_mu_1", + "id_tau_vsEle_VVTight_2", + "pt_1", + "mjj", + "met_uncorrected", + "iso_2", + "nmuons" + ], + "jesUncTotalDown": [ + "bphi_2", + "pzetamissvis", + "bpt_2", + "pt_ttjj", + "jpt_2", + "pt_tt", + "jphi_2", + "jpt_1", + "mt_2", + "beta_1", + "jeta_1", + "beta_2", + "met", + "mjj", + "jtag_value_1", + "pfmet", + "njets", + "mt_tot", + "mt_1", + "jphi_1", + "mTdileptonMET", + "bpt_1", + "jeta_2", + "nbtag", + "jtag_value_2", + "metphi", + "btag_value_2", + "bphi_1", + "pfmetphi", + "btag_value_1" + ], + "jesUncTotalUp": [ + "bphi_1", + "btag_value_2", + "met", + "jphi_2", + "pt_tt", + "beta_1", + "jeta_2", + "nbtag", + "jtag_value_1", + "jtag_value_2", + "bpt_2", + "pfmet", + "mt_tot", + "jphi_1", + "jeta_1", + "mTdileptonMET", + "jpt_1", + "pzetamissvis", + "pt_ttjj", + "metphi", + "mt_1", + "btag_value_1", + "mjj", + "pfmetphi", + "mt_2", + "beta_2", + "njets", + "bpt_1", + "bphi_2", + "jpt_2" + ], + "metUnclusteredEnDown": [ + "metphi", + "mt_tot", + "mt_2", + "met_uncorrected", + "met", + "mt_1", + "pzetamissvis", + "metphi_uncorrected", + "pt_ttjj", + "mTdileptonMET", + "pt_tt" + ], + "metUnclusteredEnUp": [ + "mTdileptonMET", + "mt_2", + "mt_1", + "metphi_uncorrected", + "met_uncorrected", + "met", + "mt_tot", + "pt_tt", + "pzetamissvis", + "metphi", + "pt_ttjj" + ], + "tauES_1prong0pizeroDown": [ + "id_wgt_tau_vsEle_Medium_2", + "dxy_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_tau_vsJet_VVTight_2", + "metphi", + "id_wgt_tau_vsJet_Loose_2", + "id_tau_vsJet_VLoose_2", + "jphi_1", + "iso_wgt_mu_1", + "id_wgt_tau_vsJet_Medium_2", + "mt_2", + "id_wgt_tau_vsEle_VVTight_2", + "btag_value_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_tau_vsJet_VVLoose_2", + "id_wgt_tau_vsJet_VVLoose_2", + "id_tau_vsJet_VVVLoose_2", + "id_tau_vsEle_VVLoose_2", + "beta_2", + "id_wgt_tau_vsMu_Loose_2", + "pt_tt", + "q_1", + "gen_taujet_pt_2", + "id_wgt_tau_vsEle_VTight_2", + "id_tau_vsJet_Medium_2", + "m_vis", + "id_tau_vsMu_Tight_2", + "id_tau_vsEle_VLoose_2", + "bphi_1", + "iso_1", + "mjj", + "jeta_2", + "pt_2", + "gen_pdgid_1", + "gen_pt_2", + "id_tau_vsJet_Tight_2", + "id_wgt_tau_vsEle_VLoose_2", + "met", + "pt_vis", + "jeta_1", + "pfmetphi", + "q_2", + "iso_2", + "pfmet", + "mass_2", + "id_tau_vsJet_Loose_2", + "gen_pt_1", + "gen_mass_1", + "mTdileptonMET", + "ntaus", + "gen_eta_1", + "id_wgt_tau_vsJet_Tight_2", + "bphi_2", + "beta_1", + "jpt_1", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_VLoose_2", + "gen_pdgid_2", + "jpt_2", + "pt_ttjj", + "id_wgt_tau_vsMu_Tight_2", + "eta_2", + "id_tau_vsMu_Medium_2", + "jtag_value_1", + "id_wgt_tau_vsJet_VVVLoose_2", + "gen_phi_1", + "id_tau_vsMu_Loose_2", + "id_tau_vsEle_Loose_2", + "decaymode_2", + "id_wgt_tau_vsEle_VVLoose_2", + "bpt_2", + "nbtag", + "jphi_2", + "id_tau_vsEle_VVTight_2", + "dz_2", + "bpt_1", + "id_tau_vsEle_Tight_2", + "dxy_1", + "gen_mass_2", + "id_wgt_tau_vsMu_Medium_2", + "njets", + "btag_value_1", + "id_tau_vsEle_Medium_2", + "mt_1", + "id_tau_vsMu_VLoose_2", + "gen_phi_2", + "id_tau_vsEle_VTight_2", + "gen_match_2", + "id_wgt_tau_vsEle_Tight_2", + "dz_1", + "mt_tot", + "gen_m_vis", + "gen_eta_2", + "id_tau_vsJet_VTight_2", + "phi_2", + "pzetamissvis", + "taujet_pt_2", + "jtag_value_2" + ], + "tauMuFakeEsDown": [ + "pfmetphi", + "beta_1", + "gen_pt_1", + "jtag_value_2", + "q_1", + "gen_eta_1", + "njets", + "id_tau_vsEle_VTight_2", + "gen_taujet_pt_2", + "btag_value_2", + "mass_2", + "eta_2", + "gen_phi_1", + "id_wgt_mu_1", + "jpt_2", + "taujet_pt_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_tau_vsMu_Medium_2", + "ntaus", + "id_wgt_tau_vsMu_Medium_2", + "bphi_1", + "jphi_1", + "decaymode_2", + "jtag_value_1", + "gen_pdgid_2", + "iso_wgt_mu_1", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsJet_Tight_2", + "gen_m_vis", + "id_tau_vsJet_VVVLoose_2", + "pt_vis", + "gen_pt_2", + "id_tau_vsJet_VVLoose_2", + "gen_mass_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_tau_vsEle_Medium_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "btag_value_1", + "mass_1", + "gen_match_2", + "jpt_1", + "iso_2", + "jphi_2", + "pt_tt", + "id_tau_vsJet_Tight_2", + "q_2", + "id_wgt_tau_vsJet_VLoose_2", + "id_tau_vsEle_Loose_2", + "id_tau_vsMu_Tight_2", + "bpt_2", + "iso_1", + "beta_2", + "id_tau_vsEle_VLoose_2", + "id_tau_vsJet_Medium_2", + "id_wgt_tau_vsMu_Tight_2", + "pfmet", + "gen_mass_1", + "id_tau_vsEle_VVTight_2", + "met", + "nbtag", + "id_tau_vsJet_VVTight_2", + "mt_1", + "gen_eta_2", + "eta_1", + "id_tau_vsJet_VLoose_2", + "id_tau_vsEle_VVLoose_2", + "dz_2", + "dxy_1", + "phi_2", + "mt_2", + "mjj", + "mt_tot", + "id_wgt_tau_vsEle_VVTight_2", + "bphi_2", + "extramuon_veto", + "id_wgt_tau_vsJet_Loose_2", + "id_wgt_tau_vsEle_Tight_2", + "m_vis", + "id_tau_vsJet_Loose_2", + "id_wgt_tau_vsEle_Medium_2", + "id_wgt_tau_vsEle_Loose_2", + "jeta_1", + "pzetamissvis", + "phi_1", + "id_tau_vsMu_VLoose_2", + "id_wgt_tau_vsEle_VVLoose_2", + "jeta_2", + "gen_pdgid_1", + "gen_phi_2", + "id_tau_vsEle_Tight_2", + "dxy_2", + "pt_1", + "pt_2", + "pt_ttjj", + "dz_1", + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsMu_Loose_2", + "id_tau_vsJet_VTight_2", + "bpt_1", + "metphi", + "id_wgt_tau_vsEle_VLoose_2", + "mTdileptonMET", + "id_wgt_tau_vsJet_VVLoose_2", + "id_wgt_tau_vsJet_Medium_2", + "id_tau_vsMu_Loose_2" + ], + "vsEleBarrelDown": [ + "id_wgt_tau_vsEle_Medium_2", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_Tight_2", + "id_wgt_tau_vsEle_VVTight_2", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_VVLoose_2" + ], + "vsJetTau30to35Down": [ + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "id_wgt_tau_vsJet_VVLoose_2", + "id_wgt_tau_vsJet_Medium_2", + "id_wgt_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_Loose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsJet_Tight_2" + ], + "vsMuWheel1Down": [ + "id_wgt_tau_vsMu_Medium_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsMu_Loose_2" + ] + } +} \ No newline at end of file diff --git a/analysis_configurations/unittest/generate_input_map.py b/analysis_configurations/unittest/generate_input_map.py new file mode 100644 index 00000000..f071a739 --- /dev/null +++ b/analysis_configurations/unittest/generate_input_map.py @@ -0,0 +1,29 @@ +import ROOT +import glob +import os +import json + + +def load_crown_mapping(filename): + data = {} + ROOT.gInterpreter.GenerateDictionary("map >", "map") + f = ROOT.TFile.Open(filename) + name = "shift_quantities_map" + m = f.Get(name) + for shift, quantities in m: + data[str(shift)] = [str(quantity) for quantity in quantities] + f.Close() + print("Cleaning up autogenerated files") + # cleanup autogenerated files + for f in glob.glob("AutoDict_*"): + os.remove(f) + return data + + +# dump the data to a json file +data = {} +data["dyjets"] = load_crown_mapping( + "/work/sbrommer/ntuple_prototype/CROWNTestingSamples/CrownNtuple.root" +) +with open("dyjets_shift_quantities_map.json", "w") as f: + json.dump(data, f, indent=4) diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py index 0d28c1b3..0eac9f59 100644 --- a/analysis_configurations/unittest/unittest_friends.py +++ b/analysis_configurations/unittest/unittest_friends.py @@ -1,7 +1,7 @@ from __future__ import annotations # needed for type annotations in > python 3.7 from typing import List - +import os from .producers import muon_sf_friends as muon_sf_friends from .producers import event as event from .producers import genparticles as genparticles @@ -15,6 +15,7 @@ from .producers import triggers as triggers from .quantities import nanoAOD as nanoAOD from .quantities import output as q + # from code_generation.configuration import Configuration from code_generation.friend_trees import FriendTreeConfiguration @@ -28,10 +29,10 @@ def build_config( available_eras: List[str], available_scopes: List[str], ): - input_testfile = "/work/sbrommer/ntuple_prototype/CROWNTestingSamples/CrownNtuple.root" - run_nominal = ( - True if "nominal" in shifts else False + input_testfile = os.path.join( + os.path.dirname(os.path.abspath(__file__)), "dyjets_shift_quantities_map.json" ) + run_nominal = True if "nominal" in shifts else False configuration = FriendTreeConfiguration( era, sample, @@ -55,10 +56,19 @@ def build_config( configuration.add_producers( ["mt"], - [muon_sf_friends.MuonIDSF_friends_1, muon_sf_friends.MuonIsoSF_friends_1,], + [ + muon_sf_friends.MuonIDSF_friends_1, + muon_sf_friends.MuonIsoSF_friends_1, + ], ) - configuration.add_outputs(["mt"], [q.id_wgt_mu_friend_1, q.iso_wgt_mu_friend_1,]) + configuration.add_outputs( + ["mt"], + [ + q.id_wgt_mu_friend_1, + q.iso_wgt_mu_friend_1, + ], + ) ######################### # Finalize and validate the configuration @@ -67,4 +77,3 @@ def build_config( configuration.validate() configuration.report() return configuration.expanded_configuration() - diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index b084a7c9..4bebb8f6 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -108,7 +108,7 @@ def _readout_input_root_file(self, input_file: str) -> Dict[str, List[str]]: name = "shift_quantities_map" m = f.Get(name) for shift, quantities in m: - data[shift] = [quantity for quantity in quantities] + data[str(shift)] = [str(quantity) for quantity in quantities] f.Close() log.info( f"Reading quantities information took {round(time() - start,2)} seconds" @@ -165,6 +165,7 @@ def _readout_input_json_file(self, input_file: str) -> Dict[str, List[str]]: ) else: data = data[self.sample] + return data def optimize(self) -> None: """ From 0fa029852f16afac8206a568ad41841c0465884d Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 20 Jan 2023 13:10:56 +0100 Subject: [PATCH 021/284] black --- .../unittest/producers/muon_sf_friends.py | 2 +- analysis_configurations/unittest/quantities/output.py | 2 +- code_generation/code_generation.py | 6 ++++-- code_generation/exceptions.py | 5 +++-- code_generation/friend_trees.py | 6 +++--- code_generation/producer.py | 6 ++++-- 6 files changed, 16 insertions(+), 11 deletions(-) diff --git a/analysis_configurations/unittest/producers/muon_sf_friends.py b/analysis_configurations/unittest/producers/muon_sf_friends.py index a1ba6dcd..f1260e00 100644 --- a/analysis_configurations/unittest/producers/muon_sf_friends.py +++ b/analysis_configurations/unittest/producers/muon_sf_friends.py @@ -17,4 +17,4 @@ input=[q.pt_1, q.eta_1], output=[q.iso_wgt_mu_friend_1], scopes=["mt"], -) \ No newline at end of file +) diff --git a/analysis_configurations/unittest/quantities/output.py b/analysis_configurations/unittest/quantities/output.py index 6c256fde..f58e4761 100644 --- a/analysis_configurations/unittest/quantities/output.py +++ b/analysis_configurations/unittest/quantities/output.py @@ -216,4 +216,4 @@ iso_wgt_mu_2 = Quantity("iso_wgt_mu_2") # friend tree weights id_wgt_mu_friend_1 = Quantity("id_wgt_mu_friend_1") -iso_wgt_mu_friend_1 = Quantity("iso_wgt_mu_friend_1") \ No newline at end of file +iso_wgt_mu_friend_1 = Quantity("iso_wgt_mu_friend_1") diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index cd42856f..6b85748d 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -623,8 +623,10 @@ def set_process_tracking(self) -> str: tracking += " c_{scope}.OnPartialResultSlot(quantile, [&{scope}_bar_mutex, &{scope}_processed, &quantile, &nevents](unsigned int /*slot*/, ULong64_t /*_c*/) {{".format( scope=scope ) - tracking += "\n std::lock_guard lg({scope}_bar_mutex);\n".format( - scope=scope + tracking += ( + "\n std::lock_guard lg({scope}_bar_mutex);\n".format( + scope=scope + ) ) tracking += " {scope}_processed += quantile;\n".format(scope=scope) tracking += " float percentage = 100 * (float){scope}_processed / (float)nevents;\n".format( diff --git a/code_generation/exceptions.py b/code_generation/exceptions.py index abcb3388..6b291246 100644 --- a/code_generation/exceptions.py +++ b/code_generation/exceptions.py @@ -89,6 +89,7 @@ def __init__(self, shift: str, sample: str, scope: Union[str, None] = None): ) super().__init__(self.message) + class InsufficientShiftInformationError(ConfigurationError): """ Exception raised if "all" is used for the shift settings for a FriendTree @@ -96,6 +97,6 @@ class InsufficientShiftInformationError(ConfigurationError): def __init__(self, shift: Union[str, List[str]]): self.message = "Shift(s) {} cannot be used for a FriendTreeConfiguration ! You have to specify all shifts that are requried.".format( - shift - ) + shift + ) super().__init__(self.message) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 4bebb8f6..da8606ca 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -72,10 +72,10 @@ def __init__( ) def _readout_input_information( - self, input_information: Union[str, Dict[str, List[str]]], + self, + input_information: Union[str, Dict[str, List[str]]], ) -> Dict[str, List[str]]: - """ - """ + """ """ # first check if the input is a root file or a json file data = {} diff --git a/code_generation/producer.py b/code_generation/producer.py index 6ca9115b..c18d0e8d 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -591,7 +591,8 @@ def __init__( output: Union[List[q.Quantity], None], scopes: List[str], subproducers: Union[ - List[Producer | ProducerGroup], Dict[str, List[Producer | ProducerGroup]], + List[Producer | ProducerGroup], + Dict[str, List[Producer | ProducerGroup]], ], ): """A ProducerGroup can be used to group multiple producers. This is useful to keep the configuration simpler and to ensure that the producers are called in the correct order. ProducerGroups can be nested. @@ -840,7 +841,8 @@ def __init__( input: Union[List[q.Quantity], Dict[str, List[q.Quantity]]], scopes: List[str], subproducers: Union[ - List[Producer | ProducerGroup], Dict[str, List[Producer | ProducerGroup]], + List[Producer | ProducerGroup], + Dict[str, List[Producer | ProducerGroup]], ], ): """A Filter is used to filter events. Wraps the BaseFilter class, and is a ProducerGroup. From 495c6eb919758b385166a43325ac45f616e5e56c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 20 Jan 2023 13:19:05 +0100 Subject: [PATCH 022/284] fix testname for friends test --- .github/workflows/checks.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index cf9210d6..c2bb0efe 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -106,7 +106,7 @@ jobs: - name: Test shell: bash - run: cd ${{github.workspace}}/build && ctest -V --exclude-regex "friends.*." + run: cd ${{github.workspace}}/build && ctest -V --tests-regex "friends.*." python_format: From 4de3776143f35cf3b051d9acbdfbd1f49f5b4eaa Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 18 Jan 2023 17:21:41 +0100 Subject: [PATCH 023/284] convert CutFlowReports to Histograms and store them in the file for later use --- code_generation/analysis_template.cxx | 37 +++++++++++++++++++++------ code_generation/code_generation.py | 7 +++-- 2 files changed, 32 insertions(+), 12 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index d4a7d071..e57ed59f 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -87,6 +87,7 @@ int main(int argc, char *argv[]) { ROOT::RDF::RSnapshotOptions dfconfig; dfconfig.fLazy = true; + std::vector> cutReports; // {RUN_COMMANDS} @@ -102,15 +103,18 @@ int main(int argc, char *argv[]) { const std::string sample = {SAMPLETAG}; const std::string commit_hash = {COMMITHASH}; bool setup_clean = {SETUP_IS_CLEAN}; - for (auto const &scope : output_quanties) { - TFile outputfile(scope.first.c_str(), "UPDATE"); + int scope_counter = 0; + for (auto const &output : output_quanties) { + // output.first is the output file name + // output.second is the list of quantities + TFile outputfile(output.first.c_str(), "UPDATE"); TTree quantities_meta = TTree("quantities", "quantities"); - for (auto const &quantity : scope.second) { + for (auto const &quantity : output.second) { quantities_meta.Branch(quantity.c_str(), &setup_clean); } quantities_meta.Write(); TTree variations_meta = TTree("variations", "variations"); - for (auto const &variation : variations.at(scope.first)) { + for (auto const &variation : variations.at(output.first)) { variations_meta.Branch(variation.c_str(), &setup_clean); } variations_meta.Write(); @@ -123,14 +127,31 @@ int main(int argc, char *argv[]) { commit_meta.Branch(commit_hash.c_str(), &setup_clean); commit_meta.Fill(); commit_meta.Write(); + TH1D cutflow; + cutflow.SetName("cutflow"); + cutflow.SetTitle("cutflow"); + // iterate through the cutflow vector and fill the histogram with the + // .GetPass() values + for (auto cut = cutReports[scope_counter].begin(); + cut != cutReports[scope_counter].end(); cut++) { + cutflow.SetBinContent( + std::distance(cutReports[scope_counter].begin(), cut) + 1, + cut->GetPass()); + cutflow.GetXaxis()->SetBinLabel( + std::distance(cutReports[scope_counter].begin(), cut) + 1, + cut->GetName().c_str()); + } + // store it in the output file + cutflow.Write(); outputfile.Close(); - TFile *fout = TFile::Open(scope.first.c_str(), "UPDATE"); - Logger::get("main")->info("Writing quantities map to {}", scope.first); - fout->WriteObject(&shift_quantities_map.at(scope.first), + TFile *fout = TFile::Open(output.first.c_str(), "UPDATE"); + Logger::get("main")->info("Writing quantities map to {}", output.first); + fout->WriteObject(&shift_quantities_map.at(output.first), "shift_quantities_map"); - fout->WriteObject(&quantities_shift_map.at(scope.first), + fout->WriteObject(&quantities_shift_map.at(output.first), "quantities_shift_map"); fout->Close(); + scope_counter++; } Logger::get("main")->info("Finished Evaluation"); diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index 2a8c6e7f..bf7f10f3 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -497,6 +497,7 @@ def generate_run_commands(self) -> str: runcommands += f" {scope}_result.GetValue();\n" runcommands += f' Logger::get("main")->info("{scope}:");\n' runcommands += f" {scope}_cutReport->Print();\n" + runcommands += f" cutReports.push_back({scope}_cutReport);\n" log.info( "Output files generated for scopes: {}".format( self._outputfiles_generated.keys() @@ -604,10 +605,8 @@ def set_process_tracking(self) -> str: tracking += " c_{scope}.OnPartialResultSlot(quantile, [&{scope}_bar_mutex, &{scope}_processed, &quantile, &nevents](unsigned int /*slot*/, ULong64_t /*_c*/) {{".format( scope=scope ) - tracking += ( - "\n std::lock_guard lg({scope}_bar_mutex);\n".format( - scope=scope - ) + tracking += "\n std::lock_guard lg({scope}_bar_mutex);\n".format( + scope=scope ) tracking += " {scope}_processed += quantile;\n".format(scope=scope) tracking += " float percentage = 100 * (float){scope}_processed / (float)nevents;\n".format( From de5180691259f4644028568d32b478eeefe8978d Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 20 Jan 2023 13:16:25 +0100 Subject: [PATCH 024/284] black --- code_generation/code_generation.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index bf7f10f3..e0c74c31 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -605,8 +605,10 @@ def set_process_tracking(self) -> str: tracking += " c_{scope}.OnPartialResultSlot(quantile, [&{scope}_bar_mutex, &{scope}_processed, &quantile, &nevents](unsigned int /*slot*/, ULong64_t /*_c*/) {{".format( scope=scope ) - tracking += "\n std::lock_guard lg({scope}_bar_mutex);\n".format( - scope=scope + tracking += ( + "\n std::lock_guard lg({scope}_bar_mutex);\n".format( + scope=scope + ) ) tracking += " {scope}_processed += quantile;\n".format(scope=scope) tracking += " float percentage = 100 * (float){scope}_processed / (float)nevents;\n".format( From fef90f770fecf045c92ca0ce42f165e67cec7e45 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 26 Jan 2023 16:26:25 +0100 Subject: [PATCH 025/284] add changes for automation of friend production --- CMakeLists.txt | 12 +- analysis_configurations/unittest/generate.py | 7 +- .../unittest/generate_friends.py | 108 +++++++++++++ .../unittest/unittest_friends.py | 14 +- code_generation/configuration.py | 10 +- code_generation/exceptions.py | 5 +- code_generation/friend_trees.py | 148 +++++++++++------- generate.py | 21 ++- 8 files changed, 247 insertions(+), 78 deletions(-) create mode 100644 analysis_configurations/unittest/generate_friends.py diff --git a/CMakeLists.txt b/CMakeLists.txt index 32552c70..e25ad8aa 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -21,6 +21,14 @@ if (NOT DEFINED SHIFTS) set(SHIFTS "all") endif() +if (NOT DEFINED QUANTITIESMAP) + message(STATUS "No quantities map specified, none will be used. If you want to produce friends, you have to specify a quantities map e.g. -DQUANTITIESMAP=quantities_map.json. The input can be a json file or a root file (for debugging purposes).") + set(FRIENDS "false") + set(QUANTITIESMAP "none") +else() + set(FRIENDS "true") +endif() + if (NOT DEFINED DEBUG) message(STATUS "No Debug mode set, activate with -DDEBUG=true --> compile with debug symbols and run code generation with debug output") set(DEBUG "false") @@ -80,7 +88,7 @@ endif() string (REPLACE "," ";" ERAS "${ERAS}") string (REPLACE "," ";" SAMPLES "${SAMPLES}") -message(STATUS "Set up analysis with --analysis ${ANALYSIS} --config ${CONFIG} --scopes ${SCOPES} --shifts ${SHIFTS} --samples ${SAMPLES} --eras ${ERAS} --threads ${THREADS} --debug ${DEBUG_PARSED}") +message(STATUS "Set up analysis with --analysis ${ANALYSIS} --config ${CONFIG} --scopes ${SCOPES} --shifts ${SHIFTS} --samples ${SAMPLES} --eras ${ERAS} --threads ${THREADS} --debug ${DEBUG_PARSED} --friends ${FRIENDS} --quantities_map ${QUANTITIESMAP}") # Set the default install directory to the build directory @@ -269,7 +277,7 @@ file(MAKE_DIRECTORY ${GENERATE_CPP_OUTPUT_DIRECTORY}) foreach (ERA IN LISTS ERAS) foreach (SAMPLE IN LISTS SAMPLES) execute_process( - COMMAND ${Python_EXECUTABLE} ${CMAKE_SOURCE_DIR}/generate.py --template ${GENERATE_CPP_INPUT_TEMPLATE} --subset-template ${GENERATE_CPP_SUBSET_TEMPLATE} --output ${GENERATE_CPP_OUTPUT_DIRECTORY} --analysis ${ANALYSIS} --config ${CONFIG} --scopes ${SCOPES} --shifts ${SHIFTS} --sample ${SAMPLE} --era ${ERA} --threads ${THREADS} --debug ${DEBUG_PARSED} RESULT_VARIABLE ret) + COMMAND ${Python_EXECUTABLE} ${CMAKE_SOURCE_DIR}/generate.py --template ${GENERATE_CPP_INPUT_TEMPLATE} --subset-template ${GENERATE_CPP_SUBSET_TEMPLATE} --output ${GENERATE_CPP_OUTPUT_DIRECTORY} --analysis ${ANALYSIS} --config ${CONFIG} --scopes ${SCOPES} --shifts ${SHIFTS} --sample ${SAMPLE} --era ${ERA} --threads ${THREADS} --debug ${DEBUG_PARSED} --friends ${FRIENDS} --quantities-map ${QUANTITIESMAP} RESULT_VARIABLE ret) if(ret EQUAL "1") message( FATAL_ERROR "Code Generation Failed - Exiting !") endif() diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index a1a3ec9e..512a1d21 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -3,7 +3,7 @@ import logging import logging.handlers from code_generation.code_generation import CodeGenerator - +from code_generation.friend_trees import FriendTreeConfiguration def run(args): @@ -71,6 +71,11 @@ def run(args): available_eras, available_scopes, ) + # check if the config is of type FriendTreeConfiguration + if isinstance(config, FriendTreeConfiguration): + raise ValueError( + f"Configuration {configname} is a FriendTreeConfiguration." + ) # create a CodeGenerator object generator = CodeGenerator( main_template_path=args.template, diff --git a/analysis_configurations/unittest/generate_friends.py b/analysis_configurations/unittest/generate_friends.py new file mode 100644 index 00000000..7622d8a1 --- /dev/null +++ b/analysis_configurations/unittest/generate_friends.py @@ -0,0 +1,108 @@ +from os import path, makedirs +import importlib +import logging +import logging.handlers +from code_generation.code_generation import CodeGenerator +from code_generation.friend_trees import FriendTreeConfiguration + +def run(args): + + # the unittest is based on the tau analysis config + analysis_name = "unittest" + available_samples = [ + "ggh_htautau", + "ggh_hbb", + "vbf_htautau", + "vbf_hbb", + "rem_htautau", + "rem_hbb", + "embedding", + "embedding_mc", + "ttbar", + "diboson", + "dyjets", + "wjets", + "data", + "electroweak_boson", + ] + available_eras = ["2018"] + available_scopes = ["et", "mt", "tt", "em", "mm", "ee"] + + ## setup variables + shifts = set([shift for shift in args.shifts]) + sample_group = args.sample + era = args.era + scopes = list(set([scope.lower() for scope in args.scopes])) + + ## Setup Logging + root = logging.getLogger() + root.setLevel("INFO") + if args.debug == "true": + root.setLevel("DEBUG") + ## setup logging + if not path.exists("generation_logs"): + makedirs("generation_logs") + terminal_handler = logging.StreamHandler() + terminal_handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) + root.addHandler(terminal_handler) + handler = logging.handlers.WatchedFileHandler( + f"generation_logs/generation_{era}_{sample_group}.log", + "w", + ) + handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) + root.addHandler(handler) + ## load config + configname = args.config + config = importlib.import_module( + f"analysis_configurations.{analysis_name}.{configname}" + ) + ## Setting up executable + executable = f"{configname}_{sample_group}_{era}.cxx" + root.info(f"Generating code for {sample_group}...") + root.info(f"Configuration used: {config}") + root.info(f"Era: {era}") + root.info(f"Shifts: {shifts}") + config = config.build_config( + era, + sample_group, + scopes, + shifts, + available_samples, + available_eras, + available_scopes, + args.quantities_map, + ) + # check if the config is of type FriendTreeConfiguration + if not isinstance(config, FriendTreeConfiguration): + raise ValueError( + f"Configuration {configname} is not a FriendTreeConfiguration." + ) + # create a CodeGenerator object + generator = CodeGenerator( + main_template_path=args.template, + sub_template_path=args.subset_template, + configuration=config, + executable_name=f"{configname}_{sample_group}_{era}", + analysis_name=f"{analysis_name}_{configname}", + output_folder=args.output, + threads=args.threads, + ) + if args.debug == "true": + generator.debug = True + # generate the code + generator.generate_code() + + executable = generator.get_cmake_path() + + # append the executable name to the files.txt file + # if the file does not exist, create it + if not path.exists(path.join(args.output, "files.txt")): + with open(path.join(args.output, "files.txt"), "w") as f: + f.write(f"{executable}\n") + else: + with open(path.join(args.output, "files.txt"), "r+") as f: + for line in f: + if executable in line: + break + else: + f.write(f"{executable}\n") diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py index 0eac9f59..6f726056 100644 --- a/analysis_configurations/unittest/unittest_friends.py +++ b/analysis_configurations/unittest/unittest_friends.py @@ -1,6 +1,6 @@ from __future__ import annotations # needed for type annotations in > python 3.7 -from typing import List +from typing import List, Union import os from .producers import muon_sf_friends as muon_sf_friends from .producers import event as event @@ -28,11 +28,12 @@ def build_config( available_sample_types: List[str], available_eras: List[str], available_scopes: List[str], + quantities_map: Union[str, None] = None, ): - input_testfile = os.path.join( - os.path.dirname(os.path.abspath(__file__)), "dyjets_shift_quantities_map.json" - ) - run_nominal = True if "nominal" in shifts else False + if quantities_map is None: + quantities_map = os.path.join( + os.path.dirname(os.path.abspath(__file__)), "dyjets_shift_quantities_map.json" + ) configuration = FriendTreeConfiguration( era, sample, @@ -41,8 +42,7 @@ def build_config( available_sample_types, available_eras, available_scopes, - input_testfile, - run_nominal=run_nominal, + quantities_map ) configuration.add_config_parameters( diff --git a/code_generation/configuration.py b/code_generation/configuration.py index 9918513f..00273f30 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -58,7 +58,7 @@ def __init__( era: str, sample: str, scopes: Union[str, List[str]], - shifts: Union[str, List[str]], + shifts: Union[str, List[str], Set[str]], available_sample_types: Union[str, List[str]], available_eras: Union[str, List[str]], available_scopes: Union[str, List[str]], @@ -81,7 +81,7 @@ def __init__( """ self.era = era self.sample = sample - self.initiated_scopes = set(scopes) + self.selected_scopes = set(scopes) self.selected_shifts = shifts self.available_sample_types = set(available_sample_types) self.available_eras = set(available_eras) @@ -110,7 +110,7 @@ def _validate_scopes(self) -> None: Returns: None """ - missing_scopes = self.initiated_scopes - self.available_scopes + missing_scopes = self.selected_scopes - self.available_scopes if len(missing_scopes) > 0: raise ScopeConfigurationError(missing_scopes, self.available_scopes) @@ -488,7 +488,7 @@ def _remove_empty_scopes(self) -> None: scopes_to_test = [scope for scope in self.scopes] for scope in scopes_to_test: if (len(self.producers[scope]) == 0) or ( - scope not in self.initiated_scopes and scope is not self.global_scope + scope not in self.selected_scopes and scope is not self.global_scope ): log.warning("Removing unrequested / empty scope {}".format(scope)) self.scopes.remove(scope) @@ -643,7 +643,7 @@ def _validate_all_shifts(self) -> None: continue # we do not need to check the global scope, since shifts from # the global scope are always propagated down to all scopes - if scope in self.initiated_scopes: + if scope in self.selected_scopes: for shift in self.shifts[scope].keys(): log.debug( "Validating shift {} in scope {}".format(shift, scope) diff --git a/code_generation/exceptions.py b/code_generation/exceptions.py index 6b291246..af164e5b 100644 --- a/code_generation/exceptions.py +++ b/code_generation/exceptions.py @@ -95,8 +95,9 @@ class InsufficientShiftInformationError(ConfigurationError): Exception raised if "all" is used for the shift settings for a FriendTree """ - def __init__(self, shift: Union[str, List[str]]): - self.message = "Shift(s) {} cannot be used for a FriendTreeConfiguration ! You have to specify all shifts that are requried.".format( + def __init__(self, shift: Union[str, List[str]], available_shifts: List[str]): + self.message = "Shift(s) {} cannot be used for the FriendTreeConfiguration, it is not found in the provided ntuples \n".format( shift ) + self.message += "Available shifts are: {}".format(available_shifts) super().__init__(self.message) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index da8606ca..e363aed3 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -3,11 +3,10 @@ import logging import ROOT import json -import glob import os from time import time from code_generation.configuration import Configuration -from typing import List, Union, Dict +from typing import List, Union, Dict, Set from code_generation.exceptions import ( ConfigurationError, @@ -30,7 +29,7 @@ class FriendTreeConfiguration(Configuration): * The ordering is not optimized, but taken directly from the configuration file * information about the input file is required. This information can be provided, by a json file, or by providing an input root file. - * When using an input root file, only a single sample type is allowed + * When using an input root file, only a single sample type and a single scope are allowed """ def __init__( @@ -38,12 +37,11 @@ def __init__( era: str, sample: str, scopes: Union[str, List[str]], - shifts: Union[str, List[str]], + shifts: Set[str], available_sample_types: Union[str, List[str]], available_eras: Union[str, List[str]], available_scopes: Union[str, List[str]], input_information: Union[str, Dict[str, List[str]]], - run_nominal=False, ): super().__init__( era, @@ -54,28 +52,71 @@ def __init__( available_eras, available_scopes, ) - self.run_nominal = run_nominal + self.run_nominal = False # in the main constructor, the global scope is added to the scopes list. # This is not needed for a friend tree configuration, so we remove it again here if self.global_scope in self.scopes: self.scopes.remove(self.global_scope) self.global_scope = None - # catch the case where the user specifies All as shifts - if shifts == "all": - raise InsufficientShiftInformationError(shifts) - - # all requested shifts are stored in a seperate varaiable, they have to be added to all producers later - self.input_shifts = shifts self.input_quantities_mapping = self._readout_input_information( input_information ) + # all requested shifts are stored in a seperate varaiable, + # they have to be added to all producers later + self.requested_shifts = self._determine_requested_shifts(shifts) + + def _determine_requested_shifts(self, shiftset: Set[str]) -> Dict[str, List[str]]: + """Determine the requested shifts from the user input + + Args: + shifts (Union[str, List[str]]): User input for the shifts + + Returns: + List[str]: List of requested shifts + """ + requested_shifts: Dict[str, List[str]] = {} + # first convert shifts to a list + shifts = list(shiftset) + testshifts = [shift.lower() for shift in shifts] + # check if the user has specified "all" or "none" + if "all" in testshifts or "none" in testshifts: + if len(testshifts) > 1: + raise ConfigurationError( + "When using 'all' or 'none' as a shift, no other shifts can be specified" + ) + if testshifts[0] == "all": + for scope in self.selected_scopes: + requested_shifts[scope] = list( + self.input_quantities_mapping[scope].keys() + ) + # remove "" from the list + requested_shifts[scope].remove("") + requested_shifts[scope].append("nominal") + self.run_nominal = True + elif testshifts[0] == "none": + for scope in self.selected_scopes: + requested_shifts[scope] = ["nominal"] + self.run_nominal = True + else: + # in this case, the user has specified a list of shifts + # we have to check if the shifts are valid + for scope in self.selected_scopes: + requested_shifts[scope] = [] + for shift in shifts: + if shift == "nominal": + self.run_nominal = True + elif shift not in self.input_quantities_mapping[scope].keys(): + raise InsufficientShiftInformationError( + shift, list(self.input_quantities_mapping[scope].keys()) + ) + requested_shifts[scope].append(shift) + return requested_shifts def _readout_input_information( self, input_information: Union[str, Dict[str, List[str]]], - ) -> Dict[str, List[str]]: - """ """ + ) -> Dict[str, Dict[str, List[str]]]: # first check if the input is a root file or a json file data = {} @@ -90,7 +131,9 @@ def _readout_input_information( ) return data - def _readout_input_root_file(self, input_file: str) -> Dict[str, List[str]]: + def _readout_input_root_file( + self, input_file: str + ) -> Dict[str, Dict[str, List[str]]]: """Read the shift_quantities_map from the input root file and return it as a dictionary Args: @@ -101,8 +144,13 @@ def _readout_input_root_file(self, input_file: str) -> Dict[str, List[str]]: """ data = {} + if len(self.selected_scopes) > 1: + raise ConfigurationError( + "When using an input root file, only a single scope is possible" + ) + start = time() - log.info(f"Reading quantities information from {input_file}") + log.debug(f"Reading quantities information from {input_file}") ROOT.gSystem.Load(os.path.abspath(__file__), "/maplib.so") f = ROOT.TFile.Open(input_file) name = "shift_quantities_map" @@ -110,45 +158,14 @@ def _readout_input_root_file(self, input_file: str) -> Dict[str, List[str]]: for shift, quantities in m: data[str(shift)] = [str(quantity) for quantity in quantities] f.Close() - log.info( + log.debug( f"Reading quantities information took {round(time() - start,2)} seconds" ) - return data + return {list(self.selected_scopes)[0]: data} - def _readout_input_root_file_alternative( + def _readout_input_json_file( self, input_file: str - ) -> Dict[str, List[str]]: - """Read the shift_quantities_map from the input root file and return it as a dictionary - - Args: - input_file (str): Path to the input root file - - Returns: - Dict[str, List[str]]: Dictionary containing the shift_quantities_map - """ - - data = {} - start = time() - log.info(f"Reading quantities information from {input_file}") - f = ROOT.TFile.Open(input_file) - quantities = f.Get("ntuple").GetListOfLeaves() - for quantity in quantities: - try: - (quantity, shift) = quantity.GetName().split("__") - - except ValueError: - quantity = quantity.GetName() - shift = "" - if shift not in data: - data[shift] = [] - data[shift].append(quantity) - f.Close() - log.info( - f"Reading quantities information took {round(time() - start,2)} seconds" - ) - return data - - def _readout_input_json_file(self, input_file: str) -> Dict[str, List[str]]: + ) -> Dict[str, Dict[str, List[str]]]: """Read the shift_quantities_map from the input json file and return it as a dictionary Args: @@ -159,12 +176,25 @@ def _readout_input_json_file(self, input_file: str) -> Dict[str, List[str]]: """ with open(input_file) as f: data = json.load(f) - if self.sample not in data: - raise ConfigurationError( - f"Sample type {self.sample} not found in input information file {input_file}" + # json file structure is: {era: {sampletype: {scope: {shift: [quantities]}}} + if self.era not in data: + errorstring = ( + f"Era {self.era} not found in input information file {input_file}.\n" ) + errorstring += f"Available eras are: {data.keys()}" + raise ConfigurationError(errorstring) + if self.sample not in data[self.era].keys(): + errorstring = f"Sampletype {self.sample} not found in input information file {input_file}.\n" + errorstring += f"Available sampletypes are: {data[self.era].keys()}" + raise ConfigurationError(errorstring) + if not set(self.selected_scopes).issubset( + set(data[self.era][self.sample].keys()) + ): + errorstring = f"Scopes {self.selected_scopes} not found in input information file {input_file}.\n" + errorstring += f"Available scopes are: {data[self.era][self.sample].keys()}" + raise ConfigurationError(errorstring) else: - data = data[self.sample] + data = data[self.era][self.sample] return data def optimize(self) -> None: @@ -190,8 +220,8 @@ def optimize(self) -> None: def _add_requested_shifts(self) -> None: # first shift the output quantities - for scope in self.scopes: - for shift in self.input_shifts: + for scope in self.selected_scopes: + for shift in self.requested_shifts[scope]: if shift != "nominal": shiftname = "__" + shift for producer in self.producers[scope]: @@ -206,10 +236,10 @@ def _shift_producer_inputs(self, producer, shift, scope): if isinstance(producer, Producer): inputs = producer.get_inputs(scope) # only shift if necessary - if shift in self.input_quantities_mapping.keys(): + if shift in self.input_quantities_mapping[scope].keys(): inputs_to_shift = [] for input in inputs: - if input.name in self.input_quantities_mapping[shift]: + if input.name in self.input_quantities_mapping[scope][shift]: inputs_to_shift.append(input) log.info(f"Shifting inputs {inputs_to_shift} of producer {producer}") producer.shift_inputs("__" + shift, scope, inputs_to_shift) diff --git a/generate.py b/generate.py index b0dd00af..766228d3 100644 --- a/generate.py +++ b/generate.py @@ -44,6 +44,9 @@ def __call__(self, parser, namespace, values, option_string=None): ) parser.add_argument("--threads", type=int, help="number of threads to be used") parser.add_argument("--debug", type=str, help="set debug mode for building") +# the following arguments are only used for the production of friend trees +parser.add_argument("--friends", type=str, help="set production of friend trees") +parser.add_argument("--quantities-map", type=str, help="path to the quantities map") args = parser.parse_args() # find available analyses, every folder in analysis_configurations is an analysis @@ -65,15 +68,29 @@ def __call__(self, parser, namespace, values, option_string=None): f"The analysis {analysis} is not available. Available analysiss are: {available_analysis}" ) else: + # check if friends are requested + if args.friends == "true": + # check if the quantity map is provided + if args.quantities_map is None: + raise ValueError( + "The quantity map is not provided. Please provide a path to the quantity map when producing friends." + ) + else: + basefile = "generate_friends.py" + else: + basefile = "generate.py" + # load and run the generate.py function of the analysis if not os.path.exists( os.path.join( os.path.dirname(os.path.abspath(__file__)), args.analysis_folder, analysis, - "generate.py", + basefile, ) ): raise ValueError(f"The generate.py file for analysis {analysis} does not exist") - generator = importlib.import_module(f"analysis_configurations.{analysis}.generate") + generator = importlib.import_module( + f"analysis_configurations.{analysis}.{basefile.replace('.py', '')}" + ) generator.run(args) From e7611f533e94a9e30faf0efc20089cddb7c752c5 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 26 Jan 2023 16:26:46 +0100 Subject: [PATCH 026/284] black --- analysis_configurations/unittest/generate.py | 7 +++---- analysis_configurations/unittest/generate_friends.py | 1 + analysis_configurations/unittest/unittest_friends.py | 5 +++-- 3 files changed, 7 insertions(+), 6 deletions(-) diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 512a1d21..45a7af81 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -5,6 +5,7 @@ from code_generation.code_generation import CodeGenerator from code_generation.friend_trees import FriendTreeConfiguration + def run(args): # the unittest is based on the tau analysis config @@ -71,11 +72,9 @@ def run(args): available_eras, available_scopes, ) - # check if the config is of type FriendTreeConfiguration + # check if the config is of type FriendTreeConfiguration if isinstance(config, FriendTreeConfiguration): - raise ValueError( - f"Configuration {configname} is a FriendTreeConfiguration." - ) + raise ValueError(f"Configuration {configname} is a FriendTreeConfiguration.") # create a CodeGenerator object generator = CodeGenerator( main_template_path=args.template, diff --git a/analysis_configurations/unittest/generate_friends.py b/analysis_configurations/unittest/generate_friends.py index 7622d8a1..cf8c78f9 100644 --- a/analysis_configurations/unittest/generate_friends.py +++ b/analysis_configurations/unittest/generate_friends.py @@ -5,6 +5,7 @@ from code_generation.code_generation import CodeGenerator from code_generation.friend_trees import FriendTreeConfiguration + def run(args): # the unittest is based on the tau analysis config diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py index 6f726056..b4f83756 100644 --- a/analysis_configurations/unittest/unittest_friends.py +++ b/analysis_configurations/unittest/unittest_friends.py @@ -32,7 +32,8 @@ def build_config( ): if quantities_map is None: quantities_map = os.path.join( - os.path.dirname(os.path.abspath(__file__)), "dyjets_shift_quantities_map.json" + os.path.dirname(os.path.abspath(__file__)), + "dyjets_shift_quantities_map.json", ) configuration = FriendTreeConfiguration( era, @@ -42,7 +43,7 @@ def build_config( available_sample_types, available_eras, available_scopes, - quantities_map + quantities_map, ) configuration.add_config_parameters( From 9d527d60b2964b1d2c79082face233102feda9a3 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Tue, 31 Jan 2023 11:44:47 +0100 Subject: [PATCH 027/284] adapt friend trees to ony use a single scope --- code_generation/code_generation.py | 38 +++++++++++++++++------------- code_generation/friend_trees.py | 17 +++++++++---- code_generation/producer.py | 2 +- 3 files changed, 35 insertions(+), 22 deletions(-) diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index df529c30..35172666 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -187,6 +187,7 @@ def __init__( executable_name: str, output_folder: str, threads: int = 1, + single_scope: bool = False, ): self.main_template = self.load_template(main_template_path) self.subset_template = self.load_template(sub_template_path) @@ -197,6 +198,7 @@ def __init__( self.executable_name = executable_name self.analysis_name = analysis_name self.output_folder = output_folder + self.single_scope = single_scope self.executable = os.path.join( output_folder, self.executable_name + "_generated_code", @@ -227,13 +229,21 @@ def __init__( except (ValueError, InvalidGitRepositoryError, NoSuchPathError): self.commit_hash = "undefined" self.setup_is_clean = "false" + if self.single_scope: + # in case of a single scope, the name of the scope is added to the executable name + # this is needed for friend trees + self.executable_name = self.executable_name + "_" + self.scopes[0] + log.info("Code generator initialized") def generate_code(self) -> None: """ - Generate the code from the configuration and create the subsets. Run through the whole configuration and create a subset for each producer within the configuration. + Generate the code from the configuration and create the subsets. + Run through the whole configuration and create a subset for each + producer within the configuration. - Start with the global scope and then all other scopes. All generated code is stored in the folder self.output_folder. + Start with the global scope and then all other scopes. + All generated code is stored in the folder self.output_folder. Args: None @@ -245,22 +255,14 @@ def generate_code(self) -> None: for subfolder in ["src", "include"]: for scope in self.scopes: - if not os.path.exists( - os.path.join( - self.output_folder, - self.executable_name + "_generated_code", - subfolder, - scope, - ) - ): - os.makedirs( - os.path.join( + folders = os.path.join( self.output_folder, self.executable_name + "_generated_code", subfolder, scope, ) - ) + if not os.path.exists(folders): + os.makedirs(folders) # self.generate_subsets(self.global_scope) for scope in self.scopes: self.generate_subsets(scope) @@ -335,7 +337,8 @@ def write_code(self, calls: str, includes: str, run_commands: str) -> None: def generate_main_code(self) -> Tuple[str, str]: """ - Generate the call commands for all the subsets. Additionally, generate all include statements for the main executable. + Generate the call commands for all the subsets. Additionally, + generate all include statements for the main executable. Args: None Returns: @@ -435,7 +438,8 @@ def generate_subsets(self, scope: str) -> None: else: # two special cases: # 1. global scope: there we have to use df0 as the input df - # 2. first call of all other scopes: we have to use the last global df as the input df + # 2. first call of all other scopes: we have to use the + # last global df as the input df if scope == self.global_scope and is_first: self.subset_calls[scope].append( subset.call( @@ -463,7 +467,9 @@ def generate_subsets(self, scope: str) -> None: def generate_run_commands(self) -> str: """ - generate the dataframe snapshot commands for the main executable. A seperate output file is generated for each scope, that contains at least one output quantity. + generate the dataframe snapshot commands for the main executable. + A seperate output file is generated for each scope, + that contains at least one output quantity. The process tracking is also generated here. Args: diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index e363aed3..78a48bdc 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -26,8 +26,9 @@ class FriendTreeConfiguration(Configuration): for a FriendTree configuration. The biggest differences * the nominal version of quantities is optional and should only run if the user specifies it * no global scope is required + * only one scope is allowed * The ordering is not optimized, but taken directly from the configuration file - * information about the input file is required. This information can be provided, + * information about the input file is required. This information can be provided by a json file, or by providing an input root file. * When using an input root file, only a single sample type and a single scope are allowed """ @@ -36,7 +37,7 @@ def __init__( self, era: str, sample: str, - scopes: Union[str, List[str]], + scope: Union[str, List[str]], shifts: Set[str], available_sample_types: Union[str, List[str]], available_eras: Union[str, List[str]], @@ -46,7 +47,7 @@ def __init__( super().__init__( era, sample, - scopes, + scope, shifts, available_sample_types, available_eras, @@ -59,6 +60,12 @@ def __init__( self.scopes.remove(self.global_scope) self.global_scope = None + # if more than one scope is specified, raise an error + if len(self.scopes) > 1: + raise ConfigurationError( + f"FriendTree configurations can only have one scope, but multiple {self.scopes} were specified" + ) + self.input_quantities_mapping = self._readout_input_information( input_information ) @@ -225,7 +232,7 @@ def _add_requested_shifts(self) -> None: if shift != "nominal": shiftname = "__" + shift for producer in self.producers[scope]: - log.warn("Adding shift %s to producer %s", shift, producer) + log.debug("Adding shift %s to producer %s", shift, producer) producer.shift(shiftname, scope) # second step is to shift the inputs of the producer self._shift_producer_inputs(producer, shift, scope) @@ -241,7 +248,7 @@ def _shift_producer_inputs(self, producer, shift, scope): for input in inputs: if input.name in self.input_quantities_mapping[scope][shift]: inputs_to_shift.append(input) - log.info(f"Shifting inputs {inputs_to_shift} of producer {producer}") + log.debug(f"Shifting inputs {inputs_to_shift} of producer {producer}") producer.shift_inputs("__" + shift, scope, inputs_to_shift) print(producer) elif isinstance(producer, ProducerGroup): diff --git a/code_generation/producer.py b/code_generation/producer.py index c18d0e8d..13c90b8e 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -152,7 +152,7 @@ def shift_inputs(self, name: str, scope: str, inputs_to_shift: List[str]) -> Non raise Exception for entry in self.input[scope]: if entry in inputs_to_shift: - log.info(f"Shifting {entry.name}") + log.debug(f"Shifting {entry.name}") entry.shift(name, scope) def ignore_shift(self, name: str, scope: str = "global") -> None: From e82c325a94984d1d0f65198a3ce3084cf4433f5b Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Tue, 31 Jan 2023 15:24:10 +0100 Subject: [PATCH 028/284] fix friends test, additional checks for config loading --- .github/workflows/checks.yml | 7 +- .../unittest/dyjets_shift_quantities_map.json | 1830 +++++++++++++---- analysis_configurations/unittest/generate.py | 4 +- .../unittest/generate_friends.py | 90 +- .../unittest/generate_input_map.py | 13 +- .../unittest/producers/muon_sf_friends.py | 4 +- .../unittest/unittest_friends.py | 22 +- code_generation/code_generation.py | 16 +- code_generation/friend_trees.py | 5 +- generate.py | 60 +- tests/CMakeLists.txt | 12 +- 11 files changed, 1495 insertions(+), 568 deletions(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index c2bb0efe..b863bd12 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -17,6 +17,7 @@ env: ERAS: 2018 SCOPES: "mt,mm,et" SHIFTS: "all" + FRIEND_SCOPES: "mt,mm" FRIEND_CONFIG: unittest_friends FRIEND_SHIFTS: "nominal,jetUncTotalUp,jetUncTotalDown,tauMuFakeEsDown" @@ -62,7 +63,7 @@ jobs: - name: Test shell: bash - run: cd ${{github.workspace}}/build && ctest -V --exclude-regex "friends.*." + run: cd ${{github.workspace}}/build && ctest -V --label-regex "ntuple.*." build_friends: runs-on: ubuntu-20.04 @@ -98,7 +99,7 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false - name: Build shell: bash @@ -106,7 +107,7 @@ jobs: - name: Test shell: bash - run: cd ${{github.workspace}}/build && ctest -V --tests-regex "friends.*." + run: cd ${{github.workspace}}/build && ctest -V --label-regex "friends.*." python_format: diff --git a/analysis_configurations/unittest/dyjets_shift_quantities_map.json b/analysis_configurations/unittest/dyjets_shift_quantities_map.json index 15b07447..7d52b759 100644 --- a/analysis_configurations/unittest/dyjets_shift_quantities_map.json +++ b/analysis_configurations/unittest/dyjets_shift_quantities_map.json @@ -1,459 +1,1377 @@ { - "dyjets": { - "": [ - "id_tau_vsJet_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "jphi_1", - "q_2", - "id_wgt_tau_vsEle_VLoose_2", - "id_tau_vsEle_VTight_2", - "extramuon_veto", - "id_tau_vsJet_Tight_2", - "mass_1", - "puweight", - "metcov10", - "jtag_value_1", - "eta_2", - "met", - "jpt_2", - "id_wgt_tau_vsMu_Medium_2", - "mt_1", - "id_tau_vsMu_Medium_2", - "decaymode_2", - "dxy_2", - "id_wgt_tau_vsEle_Medium_2", - "btag_value_2", - "mass_2", - "iso_1", - "id_tau_vsJet_Loose_2", - "pt_2", - "extraelec_veto", - "phi_1", - "njets", - "id_tau_vsMu_Tight_2", - "jeta_1", - "gen_phi_1", - "id_wgt_tau_vsJet_Tight_2", - "id_wgt_tau_vsJet_Medium_2", - "btag_value_1", - "mt_2", - "id_tau_vsJet_VTight_2", - "id_wgt_tau_vsEle_VVTight_2", - "metphi_uncorrected", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsEle_Medium_2", - "jtag_value_2", - "id_tau_vsEle_VVLoose_2", - "genbosonmass", - "id_wgt_tau_vsEle_Tight_2", - "id_wgt_tau_vsJet_Loose_2", - "mTdileptonMET", - "gen_eta_2", - "metphi", - "is_embedding", - "jphi_2", - "id_tau_vsEle_Tight_2", - "is_wjets", - "gen_pt_1", - "event", - "is_diboson", - "phi_2", - "bpt_2", - "pt_tt", - "gen_eta_1", - "is_ggh_htautau", - "eta_1", - "beta_2", - "id_tau_vsMu_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "gen_mass_1", - "is_dyjets", - "metcov01", - "id_wgt_tau_vsEle_Loose_2", - "pt_ttjj", - "dz_1", - "bphi_2", - "taujet_pt_2", - "id_wgt_tau_vsMu_VLoose_2", - "is_data", - "gen_match_2", - "jeta_2", - "id_wgt_tau_vsJet_VLoose_2", - "dz_2", - "gen_taujet_pt_2", - "id_tau_vsJet_VVVLoose_2", - "iso_wgt_mu_1", - "gen_pdgid_2", - "pzetamissvis", - "id_tau_vsEle_Loose_2", - "id_tau_vsMu_VLoose_2", - "id_wgt_tau_vsJet_VVTight_2", - "metcov11", - "is_vbf_htautau", - "dimuon_veto", - "pfmet", - "id_wgt_tau_vsEle_VVLoose_2", - "id_tau_vsJet_VVTight_2", - "is_ttbar", - "beta_1", - "pt_vis", - "gen_pt_2", - "gen_m_vis", - "gen_mass_2", - "id_wgt_tau_vsJet_VVLoose_2", - "jpt_1", - "q_1", - "metcov00", - "bphi_1", - "pfmet_uncorrected", - "dxy_1", - "run", - "mt_tot", - "pfmetphi_uncorrected", - "gen_phi_2", - "nbtag", - "pfmetphi", - "m_vis", - "ntaus", - "metSumEt", - "lumi", - "id_tau_vsEle_VLoose_2", - "id_wgt_tau_vsMu_Tight_2", - "id_tau_vsJet_Medium_2", - "gen_pdgid_1", - "id_wgt_tau_vsEle_VTight_2", - "bpt_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_mu_1", - "id_tau_vsEle_VVTight_2", - "pt_1", - "mjj", - "met_uncorrected", - "iso_2", - "nmuons" - ], - "jesUncTotalDown": [ - "bphi_2", - "pzetamissvis", - "bpt_2", - "pt_ttjj", - "jpt_2", - "pt_tt", - "jphi_2", - "jpt_1", - "mt_2", - "beta_1", - "jeta_1", - "beta_2", - "met", - "mjj", - "jtag_value_1", - "pfmet", - "njets", - "mt_tot", - "mt_1", - "jphi_1", - "mTdileptonMET", - "bpt_1", - "jeta_2", - "nbtag", - "jtag_value_2", - "metphi", - "btag_value_2", - "bphi_1", - "pfmetphi", - "btag_value_1" - ], - "jesUncTotalUp": [ - "bphi_1", - "btag_value_2", - "met", - "jphi_2", - "pt_tt", - "beta_1", - "jeta_2", - "nbtag", - "jtag_value_1", - "jtag_value_2", - "bpt_2", - "pfmet", - "mt_tot", - "jphi_1", - "jeta_1", - "mTdileptonMET", - "jpt_1", - "pzetamissvis", - "pt_ttjj", - "metphi", - "mt_1", - "btag_value_1", - "mjj", - "pfmetphi", - "mt_2", - "beta_2", - "njets", - "bpt_1", - "bphi_2", - "jpt_2" - ], - "metUnclusteredEnDown": [ - "metphi", - "mt_tot", - "mt_2", - "met_uncorrected", - "met", - "mt_1", - "pzetamissvis", - "metphi_uncorrected", - "pt_ttjj", - "mTdileptonMET", - "pt_tt" - ], - "metUnclusteredEnUp": [ - "mTdileptonMET", - "mt_2", - "mt_1", - "metphi_uncorrected", - "met_uncorrected", - "met", - "mt_tot", - "pt_tt", - "pzetamissvis", - "metphi", - "pt_ttjj" - ], - "tauES_1prong0pizeroDown": [ - "id_wgt_tau_vsEle_Medium_2", - "dxy_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsJet_VVTight_2", - "metphi", - "id_wgt_tau_vsJet_Loose_2", - "id_tau_vsJet_VLoose_2", - "jphi_1", - "iso_wgt_mu_1", - "id_wgt_tau_vsJet_Medium_2", - "mt_2", - "id_wgt_tau_vsEle_VVTight_2", - "btag_value_2", - "id_wgt_tau_vsMu_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", - "id_tau_vsJet_VVVLoose_2", - "id_tau_vsEle_VVLoose_2", - "beta_2", - "id_wgt_tau_vsMu_Loose_2", - "pt_tt", - "q_1", - "gen_taujet_pt_2", - "id_wgt_tau_vsEle_VTight_2", - "id_tau_vsJet_Medium_2", - "m_vis", - "id_tau_vsMu_Tight_2", - "id_tau_vsEle_VLoose_2", - "bphi_1", - "iso_1", - "mjj", - "jeta_2", - "pt_2", - "gen_pdgid_1", - "gen_pt_2", - "id_tau_vsJet_Tight_2", - "id_wgt_tau_vsEle_VLoose_2", - "met", - "pt_vis", - "jeta_1", - "pfmetphi", - "q_2", - "iso_2", - "pfmet", - "mass_2", - "id_tau_vsJet_Loose_2", - "gen_pt_1", - "gen_mass_1", - "mTdileptonMET", - "ntaus", - "gen_eta_1", - "id_wgt_tau_vsJet_Tight_2", - "bphi_2", - "beta_1", - "jpt_1", - "id_wgt_tau_vsEle_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsJet_VLoose_2", - "gen_pdgid_2", - "jpt_2", - "pt_ttjj", - "id_wgt_tau_vsMu_Tight_2", - "eta_2", - "id_tau_vsMu_Medium_2", - "jtag_value_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "gen_phi_1", - "id_tau_vsMu_Loose_2", - "id_tau_vsEle_Loose_2", - "decaymode_2", - "id_wgt_tau_vsEle_VVLoose_2", - "bpt_2", - "nbtag", - "jphi_2", - "id_tau_vsEle_VVTight_2", - "dz_2", - "bpt_1", - "id_tau_vsEle_Tight_2", - 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"gen_pdgid_1", + "gen_pt_2", + "id_tau_vsJet_Tight_2", + "id_wgt_tau_vsEle_VLoose_2", + "met", + "pt_vis", + "jeta_1", + "pfmetphi", + "q_2", + "iso_2", + "pfmet", + "mass_2", + "id_tau_vsJet_Loose_2", + "gen_pt_1", + "gen_mass_1", + "mTdileptonMET", + "ntaus", + "gen_eta_1", + "id_wgt_tau_vsJet_Tight_2", + "bphi_2", + "beta_1", + "jpt_1", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_VLoose_2", + "gen_pdgid_2", + "jpt_2", + "pt_ttjj", + "id_wgt_tau_vsMu_Tight_2", + "eta_2", + "id_tau_vsMu_Medium_2", + "jtag_value_1", + "id_wgt_tau_vsJet_VVVLoose_2", + "gen_phi_1", + "id_tau_vsMu_Loose_2", + "id_tau_vsEle_Loose_2", + "decaymode_2", + "id_wgt_tau_vsEle_VVLoose_2", + "bpt_2", + "nbtag", + "jphi_2", + "id_tau_vsEle_VVTight_2", + "dz_2", + "bpt_1", + "id_tau_vsEle_Tight_2", + "dxy_1", + "gen_mass_2", + "id_wgt_tau_vsMu_Medium_2", + "njets", + "btag_value_1", + "id_tau_vsEle_Medium_2", + "mt_1", + "id_tau_vsMu_VLoose_2", + "gen_phi_2", + "id_tau_vsEle_VTight_2", + "gen_match_2", + "id_wgt_tau_vsEle_Tight_2", + "dz_1", + "mt_tot", + "gen_m_vis", + "gen_eta_2", + "id_tau_vsJet_VTight_2", + "phi_2", + "pzetamissvis", + "taujet_pt_2", + "jtag_value_2" + ], + "tauMuFakeEsDown": [ + "pfmetphi", + "beta_1", + "gen_pt_1", + "jtag_value_2", + "q_1", + "gen_eta_1", + "njets", + "id_tau_vsEle_VTight_2", + "gen_taujet_pt_2", + "btag_value_2", + "mass_2", + "eta_2", + "gen_phi_1", + "id_wgt_mu_1", + "jpt_2", + "taujet_pt_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_tau_vsMu_Medium_2", + "ntaus", + "id_wgt_tau_vsMu_Medium_2", + "bphi_1", + "jphi_1", + "decaymode_2", + "jtag_value_1", + "gen_pdgid_2", + "iso_wgt_mu_1", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsJet_Tight_2", + "gen_m_vis", + "id_tau_vsJet_VVVLoose_2", + "pt_vis", + "gen_pt_2", + "id_tau_vsJet_VVLoose_2", + "gen_mass_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_tau_vsEle_Medium_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "btag_value_1", + "mass_1", + "gen_match_2", + "jpt_1", + "iso_2", + "jphi_2", + "pt_tt", + "id_tau_vsJet_Tight_2", + "q_2", + "id_wgt_tau_vsJet_VLoose_2", + "id_tau_vsEle_Loose_2", + "id_tau_vsMu_Tight_2", + "bpt_2", + "iso_1", + "beta_2", + "id_tau_vsEle_VLoose_2", + "id_tau_vsJet_Medium_2", + "id_wgt_tau_vsMu_Tight_2", + "pfmet", + "gen_mass_1", + "id_tau_vsEle_VVTight_2", + "met", + "nbtag", + "id_tau_vsJet_VVTight_2", + "mt_1", + "gen_eta_2", + "eta_1", + "id_tau_vsJet_VLoose_2", + "id_tau_vsEle_VVLoose_2", + "dz_2", + "dxy_1", + "phi_2", + "mt_2", + "mjj", + "mt_tot", + "id_wgt_tau_vsEle_VVTight_2", + "bphi_2", + "extramuon_veto", + "id_wgt_tau_vsJet_Loose_2", + "id_wgt_tau_vsEle_Tight_2", + "m_vis", + "id_tau_vsJet_Loose_2", + "id_wgt_tau_vsEle_Medium_2", + "id_wgt_tau_vsEle_Loose_2", + "jeta_1", + "pzetamissvis", + "phi_1", + "id_tau_vsMu_VLoose_2", + "id_wgt_tau_vsEle_VVLoose_2", + "jeta_2", + "gen_pdgid_1", + "gen_phi_2", + "id_tau_vsEle_Tight_2", + "dxy_2", + "pt_1", + "pt_2", + "pt_ttjj", + "dz_1", + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsMu_Loose_2", + "id_tau_vsJet_VTight_2", + "bpt_1", + "metphi", + "id_wgt_tau_vsEle_VLoose_2", + "mTdileptonMET", + "id_wgt_tau_vsJet_VVLoose_2", + "id_wgt_tau_vsJet_Medium_2", + "id_tau_vsMu_Loose_2" + ], + "vsEleBarrelDown": [ + "id_wgt_tau_vsEle_Medium_2", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_Tight_2", + "id_wgt_tau_vsEle_VVTight_2", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_VVLoose_2" + ], + "vsJetTau30to35Down": [ + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "id_wgt_tau_vsJet_VVLoose_2", + "id_wgt_tau_vsJet_Medium_2", + "id_wgt_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_Loose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsJet_Tight_2" + ], + "vsMuWheel1Down": [ + "id_wgt_tau_vsMu_Medium_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsMu_Loose_2" + ] + } + } } } \ No newline at end of file diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 45a7af81..ab1131fc 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -4,6 +4,7 @@ import logging.handlers from code_generation.code_generation import CodeGenerator from code_generation.friend_trees import FriendTreeConfiguration +import inspect def run(args): @@ -72,9 +73,6 @@ def run(args): available_eras, available_scopes, ) - # check if the config is of type FriendTreeConfiguration - if isinstance(config, FriendTreeConfiguration): - raise ValueError(f"Configuration {configname} is a FriendTreeConfiguration.") # create a CodeGenerator object generator = CodeGenerator( main_template_path=args.template, diff --git a/analysis_configurations/unittest/generate_friends.py b/analysis_configurations/unittest/generate_friends.py index cf8c78f9..38361209 100644 --- a/analysis_configurations/unittest/generate_friends.py +++ b/analysis_configurations/unittest/generate_friends.py @@ -4,6 +4,7 @@ import logging.handlers from code_generation.code_generation import CodeGenerator from code_generation.friend_trees import FriendTreeConfiguration +import inspect def run(args): @@ -57,53 +58,50 @@ def run(args): config = importlib.import_module( f"analysis_configurations.{analysis_name}.{configname}" ) - ## Setting up executable - executable = f"{configname}_{sample_group}_{era}.cxx" - root.info(f"Generating code for {sample_group}...") - root.info(f"Configuration used: {config}") - root.info(f"Era: {era}") - root.info(f"Shifts: {shifts}") - config = config.build_config( - era, - sample_group, - scopes, - shifts, - available_samples, - available_eras, - available_scopes, - args.quantities_map, - ) - # check if the config is of type FriendTreeConfiguration - if not isinstance(config, FriendTreeConfiguration): - raise ValueError( - f"Configuration {configname} is not a FriendTreeConfiguration." + ## Setting up executables + for scope in scopes: + root.info(f"Scope: {scope}") + root.info(f"Generating Friend code for {sample_group}...") + root.info(f"Configuration used: {config}") + root.info(f"Era: {era}") + root.info(f"Shifts: {shifts}") + code_generation_config = config.build_config( + era, + sample_group, + [scope], + shifts, + available_samples, + available_eras, + available_scopes, + args.quantities_map, ) - # create a CodeGenerator object - generator = CodeGenerator( - main_template_path=args.template, - sub_template_path=args.subset_template, - configuration=config, - executable_name=f"{configname}_{sample_group}_{era}", - analysis_name=f"{analysis_name}_{configname}", - output_folder=args.output, - threads=args.threads, - ) - if args.debug == "true": - generator.debug = True - # generate the code - generator.generate_code() + # create a CodeGenerator object + generator = CodeGenerator( + main_template_path=args.template, + sub_template_path=args.subset_template, + configuration=code_generation_config, + executable_name=f"{configname}_{sample_group}_{era}_{scope}", + analysis_name=f"{analysis_name}_{configname}", + output_folder=args.output, + threads=args.threads, + ) + if args.debug == "true": + generator.debug = True + # generate the code + generator.generate_code() - executable = generator.get_cmake_path() + executable = generator.get_cmake_path() + logging.info(f"Executable: {executable}") - # append the executable name to the files.txt file - # if the file does not exist, create it - if not path.exists(path.join(args.output, "files.txt")): - with open(path.join(args.output, "files.txt"), "w") as f: - f.write(f"{executable}\n") - else: - with open(path.join(args.output, "files.txt"), "r+") as f: - for line in f: - if executable in line: - break - else: + # append the executable name to the files.txt file + # if the file does not exist, create it + if not path.exists(path.join(args.output, "files.txt")): + with open(path.join(args.output, "files.txt"), "w") as f: f.write(f"{executable}\n") + else: + with open(path.join(args.output, "files.txt"), "r+") as f: + for line in f: + if executable in line: + break + else: + f.write(f"{executable}\n") diff --git a/analysis_configurations/unittest/generate_input_map.py b/analysis_configurations/unittest/generate_input_map.py index f071a739..76f44482 100644 --- a/analysis_configurations/unittest/generate_input_map.py +++ b/analysis_configurations/unittest/generate_input_map.py @@ -15,15 +15,18 @@ def load_crown_mapping(filename): f.Close() print("Cleaning up autogenerated files") # cleanup autogenerated files - for f in glob.glob("AutoDict_*"): - os.remove(f) + # for f in glob.glob("AutoDict_*"): + # os.remove(f) return data # dump the data to a json file data = {} -data["dyjets"] = load_crown_mapping( - "/work/sbrommer/ntuple_prototype/CROWNTestingSamples/CrownNtuple.root" -) +data["2018"] = {} +data["2018"]["dyjets"] = {} +for scope in ["et", "mt", "mm"]: + data["2018"]["dyjets"][scope] = load_crown_mapping( + "/work/sbrommer/ntuple_prototype/CROWNTestingSamples/CrownNtuple.root" + ) with open("dyjets_shift_quantities_map.json", "w") as f: json.dump(data, f, indent=4) diff --git a/analysis_configurations/unittest/producers/muon_sf_friends.py b/analysis_configurations/unittest/producers/muon_sf_friends.py index f1260e00..72d7acb0 100644 --- a/analysis_configurations/unittest/producers/muon_sf_friends.py +++ b/analysis_configurations/unittest/producers/muon_sf_friends.py @@ -8,7 +8,7 @@ call='scalefactor::embedding::muon_sf({df}, {input}, {output}, "{muon_sf_file}", "emb", "{muon_id_sf}")', input=[q.pt_1, q.eta_1], output=[q.id_wgt_mu_friend_1], - scopes=["mt"], + scopes=["mt", "mm"], ) MuonIsoSF_friends_1 = Producer( @@ -16,5 +16,5 @@ call='scalefactor::embedding::muon_sf({df}, {input}, {output}, "{muon_sf_file}", "emb", "{muon_iso_sf}")', input=[q.pt_1, q.eta_1], output=[q.iso_wgt_mu_friend_1], - scopes=["mt"], + scopes=["mt", "mm"], ) diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py index b4f83756..17ef5851 100644 --- a/analysis_configurations/unittest/unittest_friends.py +++ b/analysis_configurations/unittest/unittest_friends.py @@ -16,10 +16,14 @@ from .quantities import nanoAOD as nanoAOD from .quantities import output as q -# from code_generation.configuration import Configuration +# from code_generation.configuration import Cnofiguration from code_generation.friend_trees import FriendTreeConfiguration +def is_friend(): + return True + + def build_config( era: str, sample: str, @@ -30,11 +34,11 @@ def build_config( available_scopes: List[str], quantities_map: Union[str, None] = None, ): - if quantities_map is None: - quantities_map = os.path.join( - os.path.dirname(os.path.abspath(__file__)), - "dyjets_shift_quantities_map.json", - ) + # for the test, we provide a quantities map + quantities_map = os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "dyjets_shift_quantities_map.json", + ) configuration = FriendTreeConfiguration( era, sample, @@ -47,7 +51,7 @@ def build_config( ) configuration.add_config_parameters( - ["mt"], + ["mt", "mm"], { "muon_sf_file": "data/embedding/muon_2018UL.json.gz", "muon_id_sf": "ID_pt_eta_bins", @@ -56,7 +60,7 @@ def build_config( ) configuration.add_producers( - ["mt"], + ["mt", "mm"], [ muon_sf_friends.MuonIDSF_friends_1, muon_sf_friends.MuonIsoSF_friends_1, @@ -64,7 +68,7 @@ def build_config( ) configuration.add_outputs( - ["mt"], + ["mt", "mm"], [ q.id_wgt_mu_friend_1, q.iso_wgt_mu_friend_1, diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index 35172666..d483240e 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -187,7 +187,6 @@ def __init__( executable_name: str, output_folder: str, threads: int = 1, - single_scope: bool = False, ): self.main_template = self.load_template(main_template_path) self.subset_template = self.load_template(sub_template_path) @@ -198,7 +197,6 @@ def __init__( self.executable_name = executable_name self.analysis_name = analysis_name self.output_folder = output_folder - self.single_scope = single_scope self.executable = os.path.join( output_folder, self.executable_name + "_generated_code", @@ -229,10 +227,6 @@ def __init__( except (ValueError, InvalidGitRepositoryError, NoSuchPathError): self.commit_hash = "undefined" self.setup_is_clean = "false" - if self.single_scope: - # in case of a single scope, the name of the scope is added to the executable name - # this is needed for friend trees - self.executable_name = self.executable_name + "_" + self.scopes[0] log.info("Code generator initialized") @@ -256,11 +250,11 @@ def generate_code(self) -> None: for subfolder in ["src", "include"]: for scope in self.scopes: folders = os.path.join( - self.output_folder, - self.executable_name + "_generated_code", - subfolder, - scope, - ) + self.output_folder, + self.executable_name + "_generated_code", + subfolder, + scope, + ) if not os.path.exists(folders): os.makedirs(folders) # self.generate_subsets(self.global_scope) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 78a48bdc..c6fef910 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -61,9 +61,9 @@ def __init__( self.global_scope = None # if more than one scope is specified, raise an error - if len(self.scopes) > 1: + if len(self.selected_scopes) > 1: raise ConfigurationError( - f"FriendTree configurations can only have one scope, but multiple {self.scopes} were specified" + f"FriendTree configurations can only have one scope, but multiple {self.selected_scopes} were specified" ) self.input_quantities_mapping = self._readout_input_information( @@ -250,7 +250,6 @@ def _shift_producer_inputs(self, producer, shift, scope): inputs_to_shift.append(input) log.debug(f"Shifting inputs {inputs_to_shift} of producer {producer}") producer.shift_inputs("__" + shift, scope, inputs_to_shift) - print(producer) elif isinstance(producer, ProducerGroup): for producer in producer.producers: self._shift_producer_inputs(producer, shift, scope) diff --git a/generate.py b/generate.py index 766228d3..a4e26b90 100644 --- a/generate.py +++ b/generate.py @@ -1,6 +1,7 @@ import argparse import importlib import os +import inspect class SplitArgs(argparse.Action): @@ -67,30 +68,41 @@ def __call__(self, parser, namespace, values, option_string=None): raise ValueError( f"The analysis {analysis} is not available. Available analysiss are: {available_analysis}" ) +configname = args.config +config = importlib.import_module(f"analysis_configurations.{analysis}.{configname}") +# check if the config is of type FriendTreeConfiguration +imported_members = [x[0] for x in inspect.getmembers(config, inspect.isclass)] +if ( + "FriendTreeConfiguration" in imported_members + and "Configuration" in imported_members +): + raise ValueError( + f"Configuration {configname} contains both a Configuration and a FriendTreeConfiguration." + ) +elif "Configuration" in imported_members: + basefile = "generate.py" +elif "FriendTreeConfiguration" in imported_members: + if args.quantities_map is None: + raise ValueError( + "The quantity map is not provided. Please provide a path to the quantity map when using a FriendTreeConfiguration." + ) + basefile = "generate_friends.py" else: - # check if friends are requested - if args.friends == "true": - # check if the quantity map is provided - if args.quantities_map is None: - raise ValueError( - "The quantity map is not provided. Please provide a path to the quantity map when producing friends." - ) - else: - basefile = "generate_friends.py" - else: - basefile = "generate.py" + raise ValueError( + f"Configuration {configname} does not contain a Configuration or a FriendTreeConfiguration." + ) - # load and run the generate.py function of the analysis - if not os.path.exists( - os.path.join( - os.path.dirname(os.path.abspath(__file__)), - args.analysis_folder, - analysis, - basefile, - ) - ): - raise ValueError(f"The generate.py file for analysis {analysis} does not exist") - generator = importlib.import_module( - f"analysis_configurations.{analysis}.{basefile.replace('.py', '')}" +# load and run the generate.py function of the analysis +if not os.path.exists( + os.path.join( + os.path.dirname(os.path.abspath(__file__)), + args.analysis_folder, + analysis, + basefile, ) - generator.run(args) +): + raise ValueError(f"The generate.py file for analysis {analysis} does not exist") +generator = importlib.import_module( + f"analysis_configurations.{analysis}.{basefile.replace('.py', '')}" +) +generator.run(args) diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index d8f10c2b..53b602f5 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -2,15 +2,15 @@ add_test(NAME download_sample WORKING_DIRECTORY ${INSTALLDIR} COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/nanoAOD.root) -set_tests_properties(download_sample PROPERTIES FIXTURES_SETUP download_sample) +set_tests_properties(download_sample PROPERTIES FIXTURES_SETUP download_sample LABELS ntuple_download) # Generate a test for each generated target foreach(TARGET_NAME ${TARGET_NAMES}) message(STATUS "Add test for target ${TARGET_NAME}") - add_test(NAME crown_ntuple + add_test(NAME crown_ntuple_${TARGET_NAME} WORKING_DIRECTORY ${INSTALLDIR} COMMAND ${TARGET_NAME} output_${TARGET_NAME}.root nanoAOD.root) - set_tests_properties(crown_ntuple PROPERTIES FIXTURES_REQUIRED download_sample) + set_tests_properties(crown_ntuple_${TARGET_NAME} PROPERTIES FIXTURES_REQUIRED download_sample LABELS ntuple_run) endforeach() @@ -19,13 +19,13 @@ endforeach() add_test(NAME friends_download_sample WORKING_DIRECTORY ${INSTALLDIR} COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/CrownNtuple.root) -set_tests_properties(friends_download_sample PROPERTIES FIXTURES_SETUP friends_download_sample) +set_tests_properties(friends_download_sample PROPERTIES FIXTURES_SETUP friends_download_sample LABELS friends_download) # Generate a test for each generated target foreach(TARGET_NAME ${TARGET_NAMES}) message(STATUS "Add test for target ${TARGET_NAME}") - add_test(NAME friends_ntuple + add_test(NAME friends_ntuple_${TARGET_NAME} WORKING_DIRECTORY ${INSTALLDIR} COMMAND ${TARGET_NAME} output_${TARGET_NAME}.root CrownNtuple.root) - set_tests_properties(friends_ntuple PROPERTIES FIXTURES_REQUIRED friends_download_sample) + set_tests_properties(friends_ntuple_${TARGET_NAME} PROPERTIES FIXTURES_REQUIRED friends_download_sample LABELS friends_run) endforeach() From 45790ba7e35e32c3134be2602ace3324ee520285 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Tue, 31 Jan 2023 15:51:05 +0100 Subject: [PATCH 029/284] fix shift names in test --- .github/workflows/checks.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index b863bd12..16a1502e 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -19,7 +19,7 @@ env: SHIFTS: "all" FRIEND_SCOPES: "mt,mm" FRIEND_CONFIG: unittest_friends - FRIEND_SHIFTS: "nominal,jetUncTotalUp,jetUncTotalDown,tauMuFakeEsDown" + FRIEND_SHIFTS: "nominal,jesUncTotalUp,jesUncTotalDown,tauMuFakeEsDown" jobs: build_project: From 60c3fce329e33997deb78464784acca9b4183987 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 2 Feb 2023 16:34:42 +0100 Subject: [PATCH 030/284] start working on documentation of friend trees --- code_generation/friend_trees.py | 30 ++++++++++---- docs/sphinx_source/changelog.rst | 9 ++++- docs/sphinx_source/friend_trees.rst | 39 +++++++++++++++++++ docs/sphinx_source/index.rst | 2 + docs/sphinx_source/kingmaker.rst | 27 +++++++++++++ .../sphinx_source/py_classes/friend_trees.rst | 6 +++ 6 files changed, 103 insertions(+), 10 deletions(-) create mode 100644 docs/sphinx_source/friend_trees.rst create mode 100644 docs/sphinx_source/kingmaker.rst create mode 100644 docs/sphinx_source/py_classes/friend_trees.rst diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index c6fef910..b581683b 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -23,14 +23,14 @@ class FriendTreeConfiguration(Configuration): """ Configuration class for a FriendTree production with the CROWN framework. Based on the main Configuration class, but with a few modifications nessessary - for a FriendTree configuration. The biggest differences - * the nominal version of quantities is optional and should only run if the user specifies it - * no global scope is required - * only one scope is allowed - * The ordering is not optimized, but taken directly from the configuration file - * information about the input file is required. This information can be provided - by a json file, or by providing an input root file. - * When using an input root file, only a single sample type and a single scope are allowed + for a FriendTree configuration. The biggest differences are + + * the nominal version of quantities is optional and should only run if the user specifies it + * no global scope is required + * only one scope is allowed + * The ordering is not optimized, but taken directly from the configuration file + * information about the input file is required. This information can be provided by a json file, or by providing an input root file. + * When using an input root file, only a single sample type and a single scope are allowed """ def __init__( @@ -44,6 +44,20 @@ def __init__( available_scopes: Union[str, List[str]], input_information: Union[str, Dict[str, List[str]]], ): + """Generate a configuration for a FriendTree production. + + Args: + era (str): The era of the sample + sample (str): The sample type + scope (Union[str, List[str]]): The scope of the sample + shifts (Set[str]): The shifts to be applied, can be "all", "none" or a list of shifts + available_sample_types (Union[str, List[str]]): A list of available sample types + available_eras (Union[str, List[str]]): A list of available eras + available_scopes (Union[str, List[str]]): A list of available scopes + input_information (Union[str, Dict[str, List[str]]]): Information about the input file. Can be a json file or a root file + + """ # + super().__init__( era, sample, diff --git a/docs/sphinx_source/changelog.rst b/docs/sphinx_source/changelog.rst index 9b959361..9edb9723 100644 --- a/docs/sphinx_source/changelog.rst +++ b/docs/sphinx_source/changelog.rst @@ -1,6 +1,11 @@ Changelog ========== -Jan. 2022 +Feb. 2023 -* Added Quantities <-> Shifts mapping to the output files to allow an easier Postprocessing. For more details, check :ref:`Quantity mapping`. \ No newline at end of file +* Added support for the generation of friend trees. For more details, check :ref:`FriendTree Generation`. +* Added documentation on ntuple and friend production via KingMaker. For more details, check :ref:`KingMaker`. + +Jan. 2023 + +* Added Quantities <-> Shifts mapping to the output files to allow an easier Postprocessing. For more details, check :ref:`Quantity mapping`. diff --git a/docs/sphinx_source/friend_trees.rst b/docs/sphinx_source/friend_trees.rst new file mode 100644 index 00000000..82b2c5ff --- /dev/null +++ b/docs/sphinx_source/friend_trees.rst @@ -0,0 +1,39 @@ +FriendTree Generation +=========================== + +CROWN can be used, to generate FriendTrees based on a CROWN ntuple. The concept of FriendTrees is explained here: https://root.cern/manual/trees/#widening-a-ttree-through-friends. They allow to extend an existing ntuple with new quantities. Common use cases are new high level variables like neural network outputs or additional correction factors. + +A FriendTree is generated using a FriendTreeConfiguration. Such a configuration has some major differences, compared to a regular configuration: + +1. The input file is a CROWN ntuple, not a ROOT file. +2. Only one scope per user is allowed. +3. No global scope is required +4. No optimization of the configuration is donw (for now) +5. The available inputs have to be specified. The available inputs can be provided by using a CROWN ntuple as input, or a json file. The ntuple can be used for debugging proposes, when running a production, it is recommended to use a json file. The basic structure this quantities map is listed below. Such a json can then be used for multiple eras, sampletypes and scopes. + +.. code-block:: json + + { + "era_1": { + "sampletype_1": { + "scope_1": { + "shift_1": [ + "id_tau_vsJet_VLoose_2", + "id_tau_vsJet_VVLoose_2", + "jphi_1", + "q_2", + "id_wgt_tau_vsEle_VLoose_2", + "id_tau_vsEle_VTight_2", + "extramuon_veto", + "id_tau_vsJet_Tight_2", + "mass_1", + "puweight" + ], + }, + }, + }, + } + + + +The recommended way of producing FriendTrees is to use a workflow tool, that manages the submission of jobs, generation of tarballs and organizing the output. One possible workflow tool choice is KingMaker (https://github.com/KIT-CMS/KingMaker). A more detailed description of the KingMaker workflow can be found in \ No newline at end of file diff --git a/docs/sphinx_source/index.rst b/docs/sphinx_source/index.rst index accfee39..b31014c9 100644 --- a/docs/sphinx_source/index.rst +++ b/docs/sphinx_source/index.rst @@ -36,6 +36,8 @@ Documentation Content introduction.rst changelog.rst + friend_trees.rst + kingmaker.rst postprocessing.rst Documentation diff --git a/docs/sphinx_source/kingmaker.rst b/docs/sphinx_source/kingmaker.rst new file mode 100644 index 00000000..362a564c --- /dev/null +++ b/docs/sphinx_source/kingmaker.rst @@ -0,0 +1,27 @@ +KingMaker +=========== + +KingMaker is a workflow management for producing ntuples with the CROWN framework. The workflow management is based on law (github.com/riga/law), which is using luigi (https://github.com/spotify/luigi) as backend. + +Setup +----- + +.. code-block:: bash + + git clone --recursive git@github.com:KIT-CMS/KingMaker.git + cd KingMaker + source setup.sh KingMaker + +This should install all required packages and setup the environment. In addition, a ``luigid`` scheduler is started, if not already running. The required port is set to the ```LUIGIPORT``` environment variable. + +Management of samples +--------------------- + + + +Submission of ntuples +--------------------- + + +Submission of friend trees +-------------------------- \ No newline at end of file diff --git a/docs/sphinx_source/py_classes/friend_trees.rst b/docs/sphinx_source/py_classes/friend_trees.rst new file mode 100644 index 00000000..fa8b0e47 --- /dev/null +++ b/docs/sphinx_source/py_classes/friend_trees.rst @@ -0,0 +1,6 @@ +Friend Trees +***************** + +.. automodule:: code_generation.friend_trees + :members: + :undoc-members: \ No newline at end of file From 3bd0727397d97fdb28096aaf3c1021bae47597c3 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 2 Feb 2023 16:52:57 +0100 Subject: [PATCH 031/284] docs, black --- code_generation/configuration.py | 1 - code_generation/friend_trees.py | 3 +-- docs/sphinx_source/friend_trees.rst | 14 +++++++++++++- 3 files changed, 14 insertions(+), 4 deletions(-) diff --git a/code_generation/configuration.py b/code_generation/configuration.py index 00273f30..9fbd25fd 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -592,7 +592,6 @@ def _remove_empty_configkeys(self, config) -> None: elif isinstance(config[key], list): subdict = copy.deepcopy(config[key]) for i, value in enumerate(subdict): - if value == {}: log.info( "Removing {}, (from {}) since it is an empty configuration parameter".format( diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index b581683b..ffda18ca 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -56,7 +56,7 @@ def __init__( available_scopes (Union[str, List[str]]): A list of available scopes input_information (Union[str, Dict[str, List[str]]]): Information about the input file. Can be a json file or a root file - """ # + """ # super().__init__( era, @@ -138,7 +138,6 @@ def _readout_input_information( self, input_information: Union[str, Dict[str, List[str]]], ) -> Dict[str, Dict[str, List[str]]]: - # first check if the input is a root file or a json file data = {} if isinstance(input_information, str): diff --git a/docs/sphinx_source/friend_trees.rst b/docs/sphinx_source/friend_trees.rst index 82b2c5ff..2bc5ef20 100644 --- a/docs/sphinx_source/friend_trees.rst +++ b/docs/sphinx_source/friend_trees.rst @@ -11,6 +11,9 @@ A FriendTree is generated using a FriendTreeConfiguration. Such a configuration 4. No optimization of the configuration is donw (for now) 5. The available inputs have to be specified. The available inputs can be provided by using a CROWN ntuple as input, or a json file. The ntuple can be used for debugging proposes, when running a production, it is recommended to use a json file. The basic structure this quantities map is listed below. Such a json can then be used for multiple eras, sampletypes and scopes. +.. warning:: + One limitation of the current FriendTree generation is that only one ntuple can be used as input, additional friends as input are not supported yet. + .. code-block:: json { @@ -36,4 +39,13 @@ A FriendTree is generated using a FriendTreeConfiguration. Such a configuration -The recommended way of producing FriendTrees is to use a workflow tool, that manages the submission of jobs, generation of tarballs and organizing the output. One possible workflow tool choice is KingMaker (https://github.com/KIT-CMS/KingMaker). A more detailed description of the KingMaker workflow can be found in \ No newline at end of file +The recommended way of producing FriendTrees is to use a workflow tool, that manages the submission of jobs, generation of tarballs and organizing the output. One possible workflow tool choice is KingMaker (https://github.com/KIT-CMS/KingMaker). A more detailed description of the KingMaker workflow can be found in :ref:`KingMaker`. + +Writing a FriendTreeConfiguration +--------------------------------- + +The basic structure of a FriendTreeConfiguration is identical to a regular configuration. When creating a new FriendTree executable, an additional argument has to be provided: + +* ``DQUANTITIESMAP`` - The path to the quantities map json file or the crown ntuple root file. + +All other parameters are identical to the regular configuration. Setting up producers, outputs and new systematic shifts works the same way as before. The configuration has to be of type ``FriendTreeConfiguration``. When multiple scopes are provided, one executable per scope is generated. \ No newline at end of file From e5799ede6c518c8beaf9fba19d672af23e45099b Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 2 Feb 2023 16:56:24 +0100 Subject: [PATCH 032/284] black --- analysis_configurations/unittest/generate.py | 1 - analysis_configurations/unittest/generate_friends.py | 1 - analysis_configurations/unittest/unittest_config.py | 1 - 3 files changed, 3 deletions(-) diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index ab1131fc..efecf16c 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -8,7 +8,6 @@ def run(args): - # the unittest is based on the tau analysis config analysis_name = "unittest" available_samples = [ diff --git a/analysis_configurations/unittest/generate_friends.py b/analysis_configurations/unittest/generate_friends.py index 38361209..d61ee282 100644 --- a/analysis_configurations/unittest/generate_friends.py +++ b/analysis_configurations/unittest/generate_friends.py @@ -8,7 +8,6 @@ def run(args): - # the unittest is based on the tau analysis config analysis_name = "unittest" available_samples = [ diff --git a/analysis_configurations/unittest/unittest_config.py b/analysis_configurations/unittest/unittest_config.py index a46ef0db..b59903d8 100644 --- a/analysis_configurations/unittest/unittest_config.py +++ b/analysis_configurations/unittest/unittest_config.py @@ -34,7 +34,6 @@ def build_config( available_eras: List[str], available_scopes: List[str], ): - configuration = Configuration( era, sample, From a3c905dcac970a3e4c25b59fc38b6a6ad537f40b Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 2 Feb 2023 16:56:46 +0100 Subject: [PATCH 033/284] black --- analysis_configurations/template_analysis/generate.py | 1 - analysis_configurations/template_analysis/min_config.py | 1 - 2 files changed, 2 deletions(-) diff --git a/analysis_configurations/template_analysis/generate.py b/analysis_configurations/template_analysis/generate.py index fa34b278..98814f17 100644 --- a/analysis_configurations/template_analysis/generate.py +++ b/analysis_configurations/template_analysis/generate.py @@ -6,7 +6,6 @@ def run(args): - analysis_name = "template_analysis" available_samples = [ "data", diff --git a/analysis_configurations/template_analysis/min_config.py b/analysis_configurations/template_analysis/min_config.py index 25aed10c..e5f61b17 100644 --- a/analysis_configurations/template_analysis/min_config.py +++ b/analysis_configurations/template_analysis/min_config.py @@ -25,7 +25,6 @@ def build_config( available_eras: List[str], available_scopes: List[str], ): - configuration = Configuration( era, sample, From a3df7075dba1353c86336137014a6170ae5a459b Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 15:59:57 +0100 Subject: [PATCH 034/284] black 23 (#194) --- analysis_configurations/template_analysis/generate.py | 1 - analysis_configurations/template_analysis/min_config.py | 1 - analysis_configurations/unittest/generate.py | 1 - analysis_configurations/unittest/unittest_config.py | 1 - code_generation/configuration.py | 1 - 5 files changed, 5 deletions(-) diff --git a/analysis_configurations/template_analysis/generate.py b/analysis_configurations/template_analysis/generate.py index fa34b278..98814f17 100644 --- a/analysis_configurations/template_analysis/generate.py +++ b/analysis_configurations/template_analysis/generate.py @@ -6,7 +6,6 @@ def run(args): - analysis_name = "template_analysis" available_samples = [ "data", diff --git a/analysis_configurations/template_analysis/min_config.py b/analysis_configurations/template_analysis/min_config.py index 25aed10c..e5f61b17 100644 --- a/analysis_configurations/template_analysis/min_config.py +++ b/analysis_configurations/template_analysis/min_config.py @@ -25,7 +25,6 @@ def build_config( available_eras: List[str], available_scopes: List[str], ): - configuration = Configuration( era, sample, diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 2f8a9372..3205ac49 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -6,7 +6,6 @@ def run(args): - # the unittest is based on the tau analysis config analysis_name = "unittest" available_samples = [ diff --git a/analysis_configurations/unittest/unittest_config.py b/analysis_configurations/unittest/unittest_config.py index a46ef0db..b59903d8 100644 --- a/analysis_configurations/unittest/unittest_config.py +++ b/analysis_configurations/unittest/unittest_config.py @@ -34,7 +34,6 @@ def build_config( available_eras: List[str], available_scopes: List[str], ): - configuration = Configuration( era, sample, diff --git a/code_generation/configuration.py b/code_generation/configuration.py index cd132f27..a39372b4 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -592,7 +592,6 @@ def _remove_empty_configkeys(self, config) -> None: elif isinstance(config[key], list): subdict = copy.deepcopy(config[key]) for i, value in enumerate(subdict): - if value == {}: log.info( "Removing {}, (from {}) since it is an empty configuration parameter".format( From acadb382545ce599cb50998b4e18d9490249405c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 2 Feb 2023 18:02:59 +0100 Subject: [PATCH 035/284] add functionality to track, which parameters are provided in the configuration, but not used by any producer --- code_generation/configuration.py | 22 +++++++++++++++ code_generation/producer.py | 48 ++++++++++++++++++++++++++++++++ 2 files changed, 70 insertions(+) diff --git a/code_generation/configuration.py b/code_generation/configuration.py index a39372b4..e1bfb790 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -656,6 +656,27 @@ def _validate_all_shifts(self) -> None: raise InvalidShiftError(shift, self.sample, scope) log.info("Shift configuration is valid") + def _validate_parameters(self) -> None: + """ + Function used to check, if parameters are set in the configuration, that are not used by any producer. + """ + # first collect all parameters that are used by any producer + required_parameters = {} + for scope in self.scopes: + required_parameters[scope] = set() + for producer in self.producers[scope]: + required_parameters[scope] |= producer.parameters[scope] + # now check, which parameters are set in the configuration, but not used by any producer + for scope in self.scopes: + log.info("Validating parameters in scope {}".format(scope)) + for parameter in self.config_parameters[scope]: + if parameter not in required_parameters[scope]: + log.info( + "[{} Scope] Parameter {} is set in the configuration, but not used by any requested producer".format( + scope, parameter + ) + ) + def validate(self) -> None: """ Function used to validate the configuration. During the validation, the following steps are performed: @@ -670,6 +691,7 @@ def validate(self) -> None: None """ self._validate_outputs() + self._validate_parameters() self._remove_empty_configkeys(self.config_parameters) self._validate_all_shifts() diff --git a/code_generation/producer.py b/code_generation/producer.py index 11f9bfb0..e768d8c1 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -1,6 +1,7 @@ from __future__ import annotations # needed for type annotations in > python 3.7 import logging +import re from typing import Any, Dict, List, Set, Union from code_generation.exceptions import ( @@ -45,6 +46,7 @@ def __init__( self.call: str = call self.output: Union[List[q.Quantity], None] = output self.scopes = scopes + self.parameters: Dict[str, Set[str]] = self.extract_parameters() # if input not given as dict and therfore not scope specific transform into dict with all scopes if not isinstance(input, dict): inputdict = {} @@ -84,6 +86,39 @@ def __str__(self) -> str: def __repr__(self) -> str: return "Producer: {}".format(self.name) + def extract_parameters(self) -> Dict[str, Set[str]]: + """ + Function used to extract all parameters from a producer call. Parameters are enclosed in curly brackets. + Reserved parameters are: + - {output} : will be replaced by the output quantities + - {input} : will be replaced by the input quantities + - {output_vec} : will be replaced by the output quantities in vector form + - {input_vec} : will be replaced by the input quantities in vector form + - {df} : will be replaced by the dataframe name + - {vec_open} : will be replaced by the opening bracket of the vector + - {vec_close} : will be replaced by the closing bracket of the vector + """ + regex = "\{([A-Za-z0-9_]+)\}" + reserved_parameters = [ + "output", + "input", + "output_vec", + "input_vec", + "df", + "vec_open", + "vec_close", + ] + parameters = {} + for scope in self.scopes: + parameters[scope] = set( + [ + x + for x in re.findall(regex, self.call) + if x not in reserved_parameters + ] + ) + return parameters + # Check if a output_quantity is already used as an output by # another producer within the same scope. # If this occurs, a Exception is thrown, since this is not possible with dataframes @@ -312,6 +347,9 @@ def __init__( super().__init__(name, call, input, [quantity_group], scope) if self.output is None: raise InvalidProducerConfigurationError(self.name) + # add the vec config to the parameters of the producer + for scope in self.scopes: + self.parameters[scope].add(self.vec_config) def __str__(self) -> str: return "ExtendedVectorProducer: {}".format(self.name) @@ -507,6 +545,8 @@ def __init__( ) log.debug("-----------------------------------------") + # in the end, determine all parameters used by the producer group + self.parameters = self.extract_parameters() def __str__(self) -> str: return "ProducerGroup: {}".format(self.name) @@ -514,6 +554,14 @@ def __str__(self) -> str: def __repr__(self) -> str: return "ProducerGroup: {}".format(self.name) + def extract_parameters(self) -> Dict[str, Set[str]]: + parameters = {} + for scope in self.scopes: + parameters[scope] = set() + for producer in self.producers[scope]: + parameters[scope] = parameters[scope].union(producer.parameters[scope]) + return parameters + def check_producer_scopes(self) -> None: for scope in self.scopes: if scope not in self.producers.keys(): From 1301bb941def0f1d4f462f034d368befaa692313 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 15:13:28 +0100 Subject: [PATCH 036/284] update info messages, add new logger and new format with colors --- analysis_configurations/unittest/generate.py | 27 +++-------------- .../unittest/producers/genparticles.py | 24 +++++++-------- .../unittest/producers/taus.py | 4 +-- code_generation/configuration.py | 22 ++++++++++++-- code_generation/logger.py | 29 +++++++++++++++++++ code_generation/optimizer.py | 6 ++-- code_generation/producer.py | 9 +++++- generate.py | 26 ++++++++++++++++- 8 files changed, 102 insertions(+), 45 deletions(-) create mode 100644 code_generation/logger.py diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 3205ac49..5aad733c 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -1,7 +1,5 @@ from os import path, makedirs import importlib -import logging -import logging.handlers from code_generation.code_generation import CodeGenerator @@ -33,23 +31,6 @@ def run(args): era = args.era scopes = list(set([scope.lower() for scope in args.scopes])) - ## Setup Logging - root = logging.getLogger() - root.setLevel("INFO") - if args.debug == "true": - root.setLevel("DEBUG") - ## setup logging - if not path.exists("generation_logs"): - makedirs("generation_logs") - terminal_handler = logging.StreamHandler() - terminal_handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) - root.addHandler(terminal_handler) - handler = logging.handlers.WatchedFileHandler( - f"generation_logs/generation_{era}_{sample_group}.log", - "w", - ) - handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) - root.addHandler(handler) ## load config configname = args.config config = importlib.import_module( @@ -57,10 +38,10 @@ def run(args): ) ## Setting up executable executable = f"{configname}_{sample_group}_{era}.cxx" - root.info(f"Generating code for {sample_group}...") - root.info(f"Configuration used: {config}") - root.info(f"Era: {era}") - root.info(f"Shifts: {shifts}") + args.logger.info(f"Generating code for {sample_group}...") + args.logger.info(f"Configuration used: {config}") + args.logger.info(f"Era: {era}") + args.logger.info(f"Shifts: {shifts}") config = config.build_config( era, sample_group, diff --git a/analysis_configurations/unittest/producers/genparticles.py b/analysis_configurations/unittest/producers/genparticles.py index d247afa1..29a17910 100644 --- a/analysis_configurations/unittest/producers/genparticles.py +++ b/analysis_configurations/unittest/producers/genparticles.py @@ -114,84 +114,84 @@ nanoAOD.GenParticle_mass, ], output=[q.gen_p4_2], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_pt_1 = Producer( name="gen_pt_1", call="quantities::pt({df}, {output}, {input})", input=[q.gen_p4_1], output=[q.gen_pt_1], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_pt_2 = Producer( name="gen_pt_2", call="quantities::pt({df}, {output}, {input})", input=[q.gen_p4_2], output=[q.gen_pt_2], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_eta_1 = Producer( name="gen_eta_1", call="quantities::eta({df}, {output}, {input})", input=[q.gen_p4_1], output=[q.gen_eta_1], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_eta_2 = Producer( name="gen_eta_2", call="quantities::eta({df}, {output}, {input})", input=[q.gen_p4_2], output=[q.gen_eta_2], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_phi_1 = Producer( name="gen_phi_1", call="quantities::phi({df}, {output}, {input})", input=[q.gen_p4_1], output=[q.gen_phi_1], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_phi_2 = Producer( name="gen_phi_2", call="quantities::phi({df}, {output}, {input})", input=[q.gen_p4_2], output=[q.gen_phi_2], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_mass_1 = Producer( name="gen_mass_1", call="quantities::mass({df}, {output}, {input})", input=[q.gen_p4_1], output=[q.gen_mass_1], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_mass_2 = Producer( name="gen_mass_2", call="quantities::mass({df}, {output}, {input})", input=[q.gen_p4_2], output=[q.gen_mass_2], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_pdgid_1 = Producer( name="gen_pdgid_1", call="quantities::pdgid({df}, {output}, 0, {input})", input=[q.gen_dileptonpair, nanoAOD.GenParticle_pdgId], output=[q.gen_pdgid_1], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_pdgid_2 = Producer( name="gen_pdgid_2", call="quantities::pdgid({df}, {output}, 1, {input})", input=[q.gen_dileptonpair, nanoAOD.GenParticle_pdgId], output=[q.gen_pdgid_2], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_m_vis = Producer( name="gen_m_vis", call="quantities::m_vis({df}, {output}, {input_vec})", input=[q.gen_p4_1, q.gen_p4_2], output=[q.gen_m_vis], - scopes=["mt", "et", "tt", "em", "mm"], + scopes=["mt", "et", "tt", "em", "mm", "ee"], ) gen_match_2 = Producer( name="gen_match_2", diff --git a/analysis_configurations/unittest/producers/taus.py b/analysis_configurations/unittest/producers/taus.py index f2c55c04..a0de28b7 100644 --- a/analysis_configurations/unittest/producers/taus.py +++ b/analysis_configurations/unittest/producers/taus.py @@ -34,14 +34,14 @@ #################### TauPtCorrection_byValue = Producer( - name="TauPtCorrection", + name="TauPtCorrection_byValue", call="physicsobject::tau::PtCorrection_byValue({df}, {output}, {input}, {tau_ES_shift_DM0}, {tau_ES_shift_DM1}, {tau_ES_shift_DM10}, {tau_ES_shift_DM11})", input=[ nanoAOD.Tau_pt, nanoAOD.Tau_decayMode, ], output=[q.Tau_pt_corrected], - scopes=["global"], + scopes=["et", "mt", "tt"], ) TauPtCorrection_eleFake = Producer( name="TauPtCorrection_eleFake", diff --git a/code_generation/configuration.py b/code_generation/configuration.py index e1bfb790..2d1f798f 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -661,6 +661,12 @@ def _validate_parameters(self) -> None: Function used to check, if parameters are set in the configuration, that are not used by any producer. """ # first collect all parameters that are used by any producer + log.info("------------------------------------") + log.info("Checking for unused parameters") + log.info( + "Unused parameters are not an error, but can be a sign of a misconfiguration" + ) + required_parameters = {} for scope in self.scopes: required_parameters[scope] = set() @@ -668,14 +674,24 @@ def _validate_parameters(self) -> None: required_parameters[scope] |= producer.parameters[scope] # now check, which parameters are set in the configuration, but not used by any producer for scope in self.scopes: - log.info("Validating parameters in scope {}".format(scope)) + log.info("------------------------------------") + log.info(" Validating parameters in scope {}".format(scope)) + log.info("------------------------------------") for parameter in self.config_parameters[scope]: - if parameter not in required_parameters[scope]: + # the sample parameters like is_data are skipped here, since they are added by default to every scope + sampletype_parameters = [ + f"is_{sampletype}" for sampletype in self.available_sample_types + ] + if ( + parameter not in required_parameters[scope] + and parameter not in sampletype_parameters + ): log.info( - "[{} Scope] Parameter {} is set in the configuration, but not used by any requested producer".format( + " [{} Scope] Parameter {} is set in the configuration, but not used by any requested producer".format( scope, parameter ) ) + log.info("------------------------------------") def validate(self) -> None: """ diff --git a/code_generation/logger.py b/code_generation/logger.py new file mode 100644 index 00000000..62a3dd70 --- /dev/null +++ b/code_generation/logger.py @@ -0,0 +1,29 @@ +import logging + + +class CustomFormatter(logging.Formatter): + """Logging colored formatter, adapted from https://stackoverflow.com/a/56944256/3638629""" + + grey = "\x1b[38;21m" + blue = "\x1b[38;5;39m" + white = "\x1b[38;5;15m" + yellow = "\x1b[38;5;226m" + red = "\x1b[38;5;196m" + bold_red = "\x1b[31;1m" + reset = "\x1b[0m" + + def __init__(self, fmt): + super().__init__() + self.fmt = fmt + self.FORMATS = { + logging.DEBUG: self.grey + self.fmt + self.reset, + logging.INFO: self.white + self.fmt + self.reset, + logging.WARNING: self.yellow + self.fmt + self.reset, + logging.ERROR: self.red + self.fmt + self.reset, + logging.CRITICAL: self.bold_red + self.fmt + self.reset, + } + + def format(self, record): + log_fmt = self.FORMATS.get(record.levelno) + formatter = logging.Formatter(log_fmt) + return formatter.format(record) diff --git a/code_generation/optimizer.py b/code_generation/optimizer.py index 4cf24290..bf9511ce 100644 --- a/code_generation/optimizer.py +++ b/code_generation/optimizer.py @@ -167,11 +167,11 @@ def Optimize(self) -> None: self.get_position(wrongProducer), ) self.optimized_ordering = self.ordering + log.info("------------------------------------") log.info( - "Optimization for scope {} done after {} steps: {}".format( - self.scope, counter, self.optimized_ordering - ) + "Optimization for scope {} done after {} steps.".format(self.scope, counter) ) + log.info("------------------------------------") def check_ordering( self, diff --git a/code_generation/producer.py b/code_generation/producer.py index e768d8c1..eee9d035 100644 --- a/code_generation/producer.py +++ b/code_generation/producer.py @@ -559,7 +559,14 @@ def extract_parameters(self) -> Dict[str, Set[str]]: for scope in self.scopes: parameters[scope] = set() for producer in self.producers[scope]: - parameters[scope] = parameters[scope].union(producer.parameters[scope]) + if scope in producer.parameters.keys(): + parameters[scope] = parameters[scope].union( + producer.parameters[scope] + ) + else: + log.warn( + f"ProducerGroup {self} is setup for scope {scope}, but producer {producer} is not configured for this scope." + ) return parameters def check_producer_scopes(self) -> None: diff --git a/generate.py b/generate.py index b0dd00af..5c5a0003 100644 --- a/generate.py +++ b/generate.py @@ -1,6 +1,9 @@ import argparse import importlib import os +import logging +from code_generation.logger import CustomFormatter +import logging.handlers class SplitArgs(argparse.Action): @@ -57,8 +60,29 @@ def __call__(self, parser, namespace, values, option_string=None): # sanitize arguments available_analysis = [x.lower() for x in available_analysis] - analysis = args.analysis.lower() + +# setup logging + +## Setup Logging +root = logging.getLogger() +root.setLevel("INFO") +if args.debug == "true": + root.setLevel("DEBUG") +## setup logging +if not os.path.exists("generation_logs"): + os.makedirs("generation_logs") +terminal_handler = logging.StreamHandler() +fmt = "[%(levelname)-8s] [%(filename)-19s:%(lineno)-3d] %(message)s" +terminal_handler.setFormatter(CustomFormatter(fmt)) +root.addHandler(terminal_handler) +handler = logging.handlers.WatchedFileHandler( + f"generation_logs/generation_{args.era}_{args.sample}.log", + "w", +) +handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) +root.addHandler(handler) +args.logger = root # first check if the analysis is available if analysis not in available_analysis: raise ValueError( From a27799666c4bae5b6cd27fa5b8425366b23677a9 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 15:16:31 +0100 Subject: [PATCH 037/284] update logging for example --- .../template_analysis/generate.py | 28 +++---------------- 1 file changed, 4 insertions(+), 24 deletions(-) diff --git a/analysis_configurations/template_analysis/generate.py b/analysis_configurations/template_analysis/generate.py index 98814f17..0481e9e3 100644 --- a/analysis_configurations/template_analysis/generate.py +++ b/analysis_configurations/template_analysis/generate.py @@ -1,7 +1,5 @@ from os import path, makedirs import importlib -import logging -import logging.handlers from code_generation.code_generation import CodeGenerator @@ -23,24 +21,6 @@ def run(args): sample_group = args.sample era = args.era scopes = list(set([scope.lower() for scope in args.scopes])) - - ## Setup Logging - root = logging.getLogger() - root.setLevel("INFO") - if args.debug == "true": - root.setLevel("DEBUG") - ## setup logging - if not path.exists("generation_logs"): - makedirs("generation_logs") - terminal_handler = logging.StreamHandler() - terminal_handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) - root.addHandler(terminal_handler) - handler = logging.handlers.WatchedFileHandler( - f"generation_logs/generation_{era}_{sample_group}.log", - "w", - ) - handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) - root.addHandler(handler) ## load config configname = args.config config = importlib.import_module( @@ -48,10 +28,10 @@ def run(args): ) ## Setting up executable executable = f"{configname}_{sample_group}_{era}.cxx" - root.info(f"Generating code for {sample_group}...") - root.info(f"Configuration used: {config}") - root.info(f"Era: {era}") - root.info(f"Shifts: {shifts}") + args.logger.info(f"Generating code for {sample_group}...") + args.logger.info(f"Configuration used: {config}") + args.logger.info(f"Era: {era}") + args.logger.info(f"Shifts: {shifts}") config = config.build_config( era, sample_group, From d051be674312ad81863ca1422ff8911baa8d1cfc Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Tue, 14 Feb 2023 15:48:38 +0100 Subject: [PATCH 038/284] fix emb genparticles --- src/pairselection.cxx | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/src/pairselection.cxx b/src/pairselection.cxx index dcb4f0fa..57c8ed6b 100644 --- a/src/pairselection.cxx +++ b/src/pairselection.cxx @@ -63,13 +63,13 @@ namespace ditau_pairselection { * reference for the first pair particle * @param genindex_particle2 the column containing the index of the GenParticle * reference for the second pair particle - * @param genpair name of the new column containing the GenDiTauPair + * @param genpairname name of the new column containing the GenDiTauPair * @return a new Dataframe with the GenDiTauPair column */ ROOT::RDF::RNode buildgenpair(ROOT::RDF::RNode df, const std::string &recopair, const std::string &genindex_particle1, const std::string &genindex_particle2, - const std::string &genpair) { + const std::string &genpairname) { auto getGenPair = [](const ROOT::RVec &recopair, const ROOT::RVec &genindex_particle1, const ROOT::RVec &genindex_particle2) { @@ -81,7 +81,7 @@ ROOT::RDF::RNode buildgenpair(ROOT::RDF::RNode df, const std::string &recopair, ->debug("matching GenDiTauPair: {}", genpair); return genpair; }; - return df.Define(genpair, getGenPair, + return df.Define(genpairname, getGenPair, {recopair, genindex_particle1, genindex_particle2}); } @@ -109,6 +109,7 @@ ROOT::RDF::RNode buildgenpair(ROOT::RDF::RNode df, const std::string &recopair, * @param daughter_2_pdgid the PDGID of the second daughter particle * @return auto the new Dataframe with the genpair column */ + ROOT::RDF::RNode buildtruegenpair(ROOT::RDF::RNode df, const std::string &statusflags, const std::string &status, const std::string &pdgids, @@ -156,13 +157,11 @@ buildtruegenpair(ROOT::RDF::RNode df, const std::string &statusflags, } auto gen_candidates_1 = ROOT::VecOps::Filter( genparticles, [daughter_1_pdgid](const GenParticle &genparticle) { - return (daughter_1_pdgid == genparticle.pdgid) && - (genparticle.status == 1); + return (daughter_1_pdgid == genparticle.pdgid); }); auto gen_candidates_2 = ROOT::VecOps::Filter( genparticles, [daughter_2_pdgid](const GenParticle &genparticle) { - return (daughter_2_pdgid == genparticle.pdgid) && - (genparticle.status == 1); + return (daughter_2_pdgid == genparticle.pdgid); }); if (daughter_1_pdgid == daughter_2_pdgid) { // if the two daughter particles are the same, we need to find From b402c7a01d3d247bcbdc707e02c971197c46cd2c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 15:56:30 +0100 Subject: [PATCH 039/284] update optimizer to preserve filter orderning --- code_generation/optimizer.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/code_generation/optimizer.py b/code_generation/optimizer.py index bf9511ce..6864084c 100644 --- a/code_generation/optimizer.py +++ b/code_generation/optimizer.py @@ -91,7 +91,7 @@ def get_global_outputs(self) -> List[Quantity]: def MoveFiltersUp(self) -> None: """ - Function used to relocate all filters to the top of the ordering + Function used to relocate all filters to the top of the ordering, preserving the order of the filters given in the config file. Args: None @@ -100,9 +100,11 @@ def MoveFiltersUp(self) -> None: None """ new_ordering: List[Producer | ProducerGroup] = [] + nfilters = 0 for producer in self.ordering: if isinstance(producer, Filter) or isinstance(producer, BaseFilter): - new_ordering.insert(0, producer) + new_ordering.insert(nfilters, producer) + nfilters += 1 else: new_ordering.append(producer) for i, prod in enumerate(self.ordering): From 7b58d3d73ef6d56eb904e7638c4f244ec007f461 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 17:25:55 +0100 Subject: [PATCH 040/284] fix git status extraction --- .../template_analysis/generate.py | 3 +- analysis_configurations/unittest/generate.py | 3 +- checks/git-status.sh | 43 +++++++++++++ code_generation/analysis_template.cxx | 10 ++- code_generation/code_generation.py | 63 +++++++++++++++---- 5 files changed, 106 insertions(+), 16 deletions(-) create mode 100755 checks/git-status.sh diff --git a/analysis_configurations/template_analysis/generate.py b/analysis_configurations/template_analysis/generate.py index 0481e9e3..b72c3d09 100644 --- a/analysis_configurations/template_analysis/generate.py +++ b/analysis_configurations/template_analysis/generate.py @@ -47,7 +47,8 @@ def run(args): sub_template_path=args.subset_template, configuration=config, executable_name=f"{configname}_{sample_group}_{era}", - analysis_name=f"{analysis_name}_{configname}", + analysis_name=analysis_name, + config_name=configname, output_folder=args.output, threads=args.threads, ) diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 5aad733c..372be967 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -57,7 +57,8 @@ def run(args): sub_template_path=args.subset_template, configuration=config, executable_name=f"{configname}_{sample_group}_{era}", - analysis_name=f"{analysis_name}_{configname}", + analysis_name=analysis_name, + config_name=configname, output_folder=args.output, threads=args.threads, ) diff --git a/checks/git-status.sh b/checks/git-status.sh new file mode 100755 index 00000000..8448a05b --- /dev/null +++ b/checks/git-status.sh @@ -0,0 +1,43 @@ +#!/bin/bash + +basepath=$1 +analysis=$2 +# throw exception if args are not provided +if [ -z "$analysis" ] || [ -z "$basepath" ]; then + echo "ERROR: analysis and basepath must be provided" + exit 1 +fi +# go to the basepath +cd $basepath +# get the status of the git repo and store it in a variable +if output=$(git status --porcelain) && [ -z "$output" ]; then + crown_is_clean="true" +else + # Uncommitted changes + crown_is_clean="false" +fi +# get the current commit hash and store it in a variable +maingitcommit=$(git rev-parse HEAD) +# cd into the analysis directory +analysispath=$basepath/analysis_configurations/$analysis +if [ -d "$analysispath" ]; then + cd $analysispath + # get the status of the git repo and store it in a variable + if output=$(git status --porcelain) && [ -z "$output" ]; then + analysis_is_clean="true" + else + # Uncommitted changes + analysis_is_clean="false" + fi + # get the commit hash of the analysis and store it in a variable + analysiscommit=$(git rev-parse HEAD) +else + echo "ERROR: analysis $analysis does not exist" + analysis_is_clean="false" + analysiscommit="not_found" +fi +# echo the final results +echo "crown_is_clean=$crown_is_clean" +echo "commit_hash=$maingitcommit" +echo "analysis_is_clean=$analysis_is_clean" +echo "analysis_commit_hash=$analysiscommit" diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index e57ed59f..8092b0b5 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -99,10 +99,13 @@ int main(int argc, char *argv[]) { std::map>> quantities_shift_map = {QUANTITIES_SHIFT_MAP}; // clang-format on const std::string analysis = {ANALYSISTAG}; + const std::string config = {CONFIGTAG}; const std::string era = {ERATAG}; const std::string sample = {SAMPLETAG}; const std::string commit_hash = {COMMITHASH}; - bool setup_clean = {SETUP_IS_CLEAN}; + bool setup_clean = {CROWN_IS_CLEAN}; + const std::string analysis_commit_hash = {ANALYSIS_COMMITHASH}; + bool analysis_setup_clean = {ANALYSIS_IS_CLEAN}; int scope_counter = 0; for (auto const &output : output_quanties) { // output.first is the output file name @@ -120,6 +123,7 @@ int main(int argc, char *argv[]) { variations_meta.Write(); TTree conditions_meta = TTree("conditions", "conditions"); conditions_meta.Branch(analysis.c_str(), &setup_clean); + conditions_meta.Branch(config.c_str(), &setup_clean); conditions_meta.Branch(era.c_str(), &setup_clean); conditions_meta.Branch(sample.c_str(), &setup_clean); conditions_meta.Write(); @@ -127,6 +131,10 @@ int main(int argc, char *argv[]) { commit_meta.Branch(commit_hash.c_str(), &setup_clean); commit_meta.Fill(); commit_meta.Write(); + TTree analysis_commit_meta = TTree("analysis_commit", "analysis_commit"); + analysis_commit_meta.Branch(analysis_commit_hash.c_str(), &analysis_setup_clean); + analysis_commit_meta.Fill(); + analysis_commit_meta.Write(); TH1D cutflow; cutflow.SetName("cutflow"); cutflow.SetTitle("cutflow"); diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index e0c74c31..d6889f3b 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -4,7 +4,7 @@ from typing import Any, Dict, List, Union, Tuple import os import filecmp -from git import Repo, InvalidGitRepositoryError, NoSuchPathError +import subprocess from code_generation.producer import SafeDict, Producer, ProducerGroup @@ -184,6 +184,7 @@ def __init__( sub_template_path: str, configuration: Configuration, analysis_name: str, + config_name: str, executable_name: str, output_folder: str, threads: int = 1, @@ -196,6 +197,7 @@ def __init__( self.global_scope = self.configuration.global_scope self.executable_name = executable_name self.analysis_name = analysis_name + self.config_name = config_name self.output_folder = output_folder self.executable = os.path.join( output_folder, @@ -215,19 +217,49 @@ def __init__( self.main_counter[scope] = 0 self.subset_calls[scope] = [] self.output_commands[scope] = [] - # get git status of the main repo + # set git status default values + self.commit_hash = "undefined" + self.analysis_commit_hash = "undefined" + self.crown_is_clean = "false" + self.analysis_is_clean = "false" + self.get_git_status() + log.info("Code generator initialized") + + def get_git_status(self) -> None: + """ + Get the git status of the main repo. The status is determined via the checks/git-status.sh script. + """ + script_path = os.path.join( + os.path.dirname(os.path.realpath(__file__)), "../checks/git-status.sh" + ) + # run the script and get the output + # the scipt needs to args: the absolute path to the main repo and the name of the analysis + log.info( + f"Running { [script_path, os.path.dirname(os.path.realpath(__file__)), self.analysis_name]}" + ) try: - main_repo_path = os.path.join( - os.path.dirname(os.path.realpath(__file__)), "../../CROWN" + output = subprocess.check_output( + [ + script_path, + os.path.dirname(os.path.dirname(os.path.realpath(__file__))), + self.analysis_name, + ], + stderr=subprocess.STDOUT, + ) + except subprocess.CalledProcessError as e: + raise RuntimeError( + "command '{}' return with error (code {}): {}".format( + e.cmd, e.returncode, e.output + ) ) - log.info("Getting git status of {}".format(main_repo_path)) - main_repo = Repo(main_repo_path) - self.commit_hash = main_repo.head.commit - self.setup_is_clean = "false" if main_repo.is_dirty() else "true" - except (ValueError, InvalidGitRepositoryError, NoSuchPathError): - self.commit_hash = "undefined" - self.setup_is_clean = "false" - log.info("Code generator initialized") + + output = output.decode("utf-8") + # split the output into lines + for line in output.splitlines(): + # split the line into key and value + key, value = line.split("=") + # set the value to the corresponding attribute + setattr(self, key, value) def generate_code(self) -> None: """ @@ -311,13 +343,18 @@ def write_code(self, calls: str, includes: str, run_commands: str) -> None: "{SAMPLETAG}", '"Samplegroup={}"'.format(self.configuration.sample) ) .replace("{ANALYSISTAG}", '"Analysis={}"'.format(self.analysis_name)) + .replace("{CONFIGTAG}", '"Config={}"'.format(self.config_name)) .replace("{PROGRESS_CALLBACK}", self.set_process_tracking()) .replace("{OUTPUT_QUANTITIES}", self.set_output_quantities()) .replace("{SHIFT_QUANTITIES_MAP}", self.set_shift_quantities_map()) .replace("{QUANTITIES_SHIFT_MAP}", self.set_quantities_shift_map()) .replace("{SYSTEMATIC_VARIATIONS}", self.set_shifts()) .replace("{COMMITHASH}", '"{}"'.format(self.commit_hash)) - .replace("{SETUP_IS_CLEAN}", self.setup_is_clean) + .replace("{CROWN_IS_CLEAN}", self.crown_is_clean) + .replace( + "{ANALYSIS_COMMITHASH}", '"{}"'.format(self.analysis_commit_hash) + ) + .replace("{ANALYSIS_IS_CLEAN}", self.analysis_is_clean) ) log.info("Code written to {}".format(self.executable)) log.info("------------------------------------") From 0a4d0504c3f2dd93693a34a638fe17616525387a Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 17:27:01 +0100 Subject: [PATCH 041/284] remove gitpython from requirements --- CMakeLists.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 32552c70..5a6578b0 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -213,7 +213,6 @@ function(install_correctionlib) message(STATUS "Found correctionlib !") endfunction() -find_python_package(GitPython git 3.1) # Adding correctionlib for scale factor evaluation # for now the official pip package has some problem # in the future "find_python_package(correctionlib correctionlib X.X)" should hopefully work From 66b52f3a5b2fec785306124224f4f60d415b1787 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 3 Feb 2023 17:34:11 +0100 Subject: [PATCH 042/284] test setup in CI --- code_generation/code_generation.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index d6889f3b..6c178faa 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -235,7 +235,7 @@ def get_git_status(self) -> None: # run the script and get the output # the scipt needs to args: the absolute path to the main repo and the name of the analysis log.info( - f"Running { [script_path, os.path.dirname(os.path.realpath(__file__)), self.analysis_name]}" + f"Running { [script_path, os.path.dirname(os.path.dirname(os.path.realpath(__file__))), self.analysis_name]}" ) try: output = subprocess.check_output( @@ -257,6 +257,9 @@ def get_git_status(self) -> None: # split the output into lines for line in output.splitlines(): # split the line into key and value + if not "=" in line: + print(line) + continue key, value = line.split("=") # set the value to the corresponding attribute setattr(self, key, value) From 894f3cd408b6ef4d51c6c6ec3689e83a217b173e Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 19 Oct 2022 15:14:46 +0200 Subject: [PATCH 043/284] initial commit, lep and w reco --- include/topreco.hxx | 51 +++++ src/topreco.cxx | 466 ++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 517 insertions(+) create mode 100644 include/topreco.hxx create mode 100644 src/topreco.cxx diff --git a/include/topreco.hxx b/include/topreco.hxx new file mode 100644 index 00000000..aab429e1 --- /dev/null +++ b/include/topreco.hxx @@ -0,0 +1,51 @@ +#ifndef GUARD_TOPRECO_H +#define GUARD_TOPRECO_H + +#include "ROOT/RDFHelpers.hxx" +#include "ROOT/RDataFrame.hxx" +#include "ROOT/RVec.hxx" +#include "TVector2.h" +#include +#include + +ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, + const std::string &str_n_loose_mu, + const std::string &str_n_loose_el, + const std::string &str_n_tight_mu, + const std::string &str_n_tight_el, + const std::string &tight_muons_mask, + const std::string &tight_electrons_mask, + const std::string &str_mu_pt, + const std::string &str_mu_eta, + const std::string &str_mu_phi, + const std::string &str_mu_mass, + const std::string &str_el_pt, + const std::string &str_el_eta, + const std::string &str_el_phi, + const std::string &str_el_mass, + const std::string &str_n_loose_lep, + const std::string &str_n_tight_lep, + const std::string &str_is_mu, + const std::string &str_is_el, + const std::string &str_lep_p4 + ); + +double rad_py(double x, double lep_px); +double min_fplus(double *par); +double min_fminus(double *par); +void fcn_plus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag); +void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag); + +ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, + const std::string &str_lep_p4, + const std::string &str_met_p4, + const std::string &str_lepw_p4 + ); + +ROOT::RDF::RNode ReconstructLeptonicW_mt(ROOT::RDF::RNode df, + const std::string &outputname, + const std::string &particle_p4 + ); + + +#endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx new file mode 100644 index 00000000..f98de9b2 --- /dev/null +++ b/src/topreco.cxx @@ -0,0 +1,466 @@ +#ifndef GUARD_TOPRECO_H +#define GUARD_TOPRECO_H + +#include "../include/topreco.hxx" +#include "../include/utility/Logger.hxx" +#include "../include/utility/utility.hxx" +#include "ROOT/RDFHelpers.hxx" +#include "ROOT/RDataFrame.hxx" +#include "ROOT/RVec.hxx" +#include "TVector2.h" +#include +#include +#include "TMinuit.h" + + +ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, + const std::string &str_n_loose_mu, + const std::string &str_n_loose_el, + const std::string &str_n_tight_mu, + const std::string &str_n_tight_el, + const std::string &str_tight_muons_mask, + const std::string &str_tight_electrons_mask, + const std::string &str_mu_pt, + const std::string &str_mu_eta, + const std::string &str_mu_phi, + const std::string &str_mu_mass, + const std::string &str_el_pt, + const std::string &str_el_eta, + const std::string &str_el_phi, + const std::string &str_el_mass, + const std::string &str_n_loose_lep, + const std::string &str_n_tight_lep, + const std::string &str_is_mu, + const std::string &str_is_el, + const std::string &str_lep_p4 + ) { + + auto df1 = df.Define(str_n_loose_lep, + [](const int &n_loose_mu, + const int &n_loose_el) { + Logger::get("lepsel")->debug("size of n_loose_mu and n_loose_el: {} {}", + n_loose_mu, n_loose_el); + return n_loose_mu + n_loose_el; + }, + {str_n_loose_mu, str_n_loose_el} + ); + + auto df2 = df1.Define(str_n_tight_lep, + [](const int &n_tight_mu, + const int &n_tight_el) { + Logger::get("lepsel")->debug("size of n_tight_mu and n_tight_el: {} {}", + n_tight_mu, n_tight_el); + return n_tight_mu + n_tight_el; + }, + {str_n_tight_mu, str_n_tight_el} + ); + + + auto df3 = df2.Filter([](const int nloose, + const int ntight) { + return (nloose == 1) && (ntight == 1); + }, + {str_n_loose_lep, str_n_tight_lep}, + "lepton selection (exactly one tight lepton)" + ); + + auto df4 = df3.Define(str_is_mu, + [](const int &n_tight_mu) { + return n_tight_mu; + }, + {str_n_tight_mu} + ); + + auto df5 = df4.Define(str_is_el, + [](const int &n_tight_el) { + return n_tight_el; + }, + {str_n_tight_el} + ); + + auto lep_p4 = [](const int is_mu, + const int is_el, + const ROOT::RVec &tight_muons_mask, + const ROOT::RVec &tight_electrons_mask, + const ROOT::RVec &mu_pt, + const ROOT::RVec &mu_eta, + const ROOT::RVec &mu_phi, + const ROOT::RVec &mu_mass, + const ROOT::RVec &el_pt, + const ROOT::RVec &el_eta, + const ROOT::RVec &el_phi, + const ROOT::RVec &el_mass) { + + Logger::get("lep_p4")->debug("masks mu {}, el {}", + tight_muons_mask, tight_electrons_mask); + Logger::get("lep_p4")->debug("mask sizes mu {}, el {}", + tight_muons_mask.size(), tight_electrons_mask.size()); + Logger::get("lep_p4")->debug("max in mu {}, el {}", + ROOT::VecOps::Max(tight_muons_mask), ROOT::VecOps::Max(tight_electrons_mask)); + Logger::get("lep_p4")->debug("index of max in mu {}, el {}", + ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); + + ROOT::Math::PtEtaPhiMVector lep; + + if (is_mu) { + Logger::get("lep_p4")->debug("---> should reco mu..."); + lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(tight_muons_mask),2), + mu_eta.at(ROOT::VecOps::ArgMax(tight_muons_mask),2), + mu_phi.at(ROOT::VecOps::ArgMax(tight_muons_mask),2), + mu_mass.at(ROOT::VecOps::ArgMax(tight_muons_mask),2)); + } + else if (is_el) { + Logger::get("lep_p4")->debug("---> should reco el..."); + lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3), + el_eta.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3), + el_phi.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3), + el_mass.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3)); + } + else { + lep = ROOT::Math::PtEtaPhiMVector(1,1,1,1); + } + + Logger::get("final_lep")->debug("building p4 from lepton with {} {} {} {}", + lep.Pt(), lep.Eta(), lep.Phi(), lep.M()); + + return lep; + + }; + + auto df6 = df5.Define(str_lep_p4, + lep_p4, + {str_is_mu, str_is_el, + str_tight_muons_mask, str_tight_electrons_mask, + str_mu_pt, str_mu_eta, str_mu_phi, str_mu_mass, + str_el_pt, str_el_eta, str_el_phi, str_el_mass} + ); + + // ROOT::Math::PtEtaPhiMVector lep_p4 = ROOT::Math::PtEtaPhiMVector(0,0,0,0); + // lep_p4.SetPtEtaPhiM(0,0,0,0); + + + + // float lep_pt = 0; + // float lep_eta = 0; + // float lep_phi = 0; + // float lep_mass = 0; + + + + // auto df3 = df2.Define(str_lep_p4, + // lep_p4, + // {lep_pt, lep_eta, lep_phi, lep_mass} + // ); + + // [](ROOT::Math::PtEtaPhiMVector lep_p4) { + // return lep_p4; + // }, + // [](const float &pt, + // const float &eta, + // const float &phi, + // const float &mass) { + // auto lep_p4 = ROOT::Math::PtEtaPhiMVector(pt,eta,phi,mass); + // return lep_p4; + // }, + + + // + + + return df6; +} + + + +const float W_MASS = 80.377; // PDG value as of 10/22 + +// helper function for minimizer constraint +double rad_py(double x, double lep_px) { + return W_MASS*W_MASS + 4*lep_px*x; +} + +// the delta plus function with the py nu plus solution +double min_fplus(double *par) { + // par[0] = x, par[1] = lep_px, par[2] = lep_py, par[3] = lep_pt, par[4] = px_miss, par[5] = py_miss + double r = rad_py(par[0],par[1]); + double y = 0; + //double res = 99999; + //if (r>=0) { + y = (W_MASS*W_MASS * par[2] + 2 * par[1] * par[2] * par[0] + W_MASS * par[3] * sqrt(r))/(2 * par[1]*par[1]); + double res = sqrt((par[0]-par[4])*(par[0]-par[4]) + (y-par[5])*(y-par[5])); + // } + // else // FIXME: proper constraint in TMinuit? + // res = 99999; + return res; +} + +// the delta minus function with the py nu minus solution +double min_fminus(double *par) { + // par[0] = x, par[1] = lep_px, par[2] = lep_py, par[3] = lep_pt, par[4] = px_miss, par[5] = py_miss + double r = rad_py(par[0],par[1]); + double y = 0; + double res = 99999; + if (r>=0) { + y = (W_MASS*W_MASS * par[2] + 2 * par[1] * par[2] * par[0] - W_MASS * par[3] * sqrt(r))/(2 * par[1]*par[1]); + res = sqrt((par[0]-par[4])*(par[0]-par[4]) + (y-par[5])*(y-par[5])); + } + else + res = 99999; + return res; +} + + +// TMinuit fit function for the py nu plus solution +void fcn_plus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag) { + f = min_fplus(par); +} + +// TMinuit fit function for the py nu minus solution +void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag) { +f = min_fminus(par); +} + +ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, + const std::string &str_lep_p4, + const std::string &str_met_p4, + const std::string &str_wlep_p4 + ) { + + auto leptonicW = [](const ROOT::Math::PtEtaPhiMVector lep_p4, + const ROOT::Math::PtEtaPhiMVector met_p4) { + + double lep_e = lep_p4.E(); + double lep_pt = lep_p4.Pt(); + double lep_px = lep_p4.Px(); + double lep_py = lep_p4.Py(); + double lep_pz = lep_p4.Pz(); + + ROOT::Math::PtEtaPhiMVector nu_p4 = met_p4; + double nu_e = met_p4.Pt(); + double nu_px = met_p4.Px(); + double nu_py = met_p4.Py(); + + ROOT::Math::PtEtaPhiMVector wlep_p4; + + bool solution_is_real; + + + Logger::get("wlep")->debug("building wlep p4 from lepton with E: {} px: {} py: {} pz: {}", + lep_e, lep_px, lep_py, lep_pz); + Logger::get("wlep")->debug("building wlep p4 from pTmiss with E: {} px: {} py: {} pz: ???", + nu_e, nu_px, nu_py); + + // definition of the constant mu in Eq. 4.5 (here called alpha to not confuse mu and nu) + // also converting p_T and cos dphi into p_x and p_y + double alpha = (W_MASS*W_MASS)/2 + (lep_px*nu_px) + (lep_py*nu_py); + + // for p_z,nu there is a quadratic equation with up to two solutions as shown in Eq. 4.6 and A.7 + // (NOTE: there is a 'power of two' missing in the first denominator of Eq. 4.6) + // first, check if we have complex solution, i.e. if the radicand is negative + double rad = ((alpha*alpha * lep_pz*lep_pz)/(lep_pt*lep_pt*lep_pt*lep_pt)) - ((lep_e*lep_e * nu_e*nu_e - alpha*alpha)/(lep_pt*lep_pt)); + + if(rad < 0){ + // complex solutions, in around 30% of all cases + // cout << "Complex neutrino p_z" << endl; + + // assumption: p_T^miss does not directly correspond to p_T,nu + // set m_T^W to m^W, result is a quadratic equation for p_(x,y) that depends on p_(y,x) + + // save p_x^miss and p_y^miss as we need them later to determine the better solution + + Logger::get("wlep")->debug("complex solution"); + + double px_miss = nu_px; + double py_miss = nu_py; + + Logger::get("wlep")->debug("complex debug point 1"); + + // initialize TMinuit with a maximum of 6 params for py nu plus and minus solution + TMinuit *gMinuit_plus = new TMinuit(5); + TMinuit *gMinuit_minus = new TMinuit(5); + + Logger::get("wlep")->debug("complex debug point 2"); + + // TMinuit *gMinuit_plus = new TMinuit(5); + gMinuit_plus->SetFCN(fcn_plus); + + // TMinuit *gMinuit_minus = new TMinuit(5); + gMinuit_minus->SetFCN(fcn_minus); + + Logger::get("wlep")->debug("complex debug point 3"); + + double arglist[10]; + int ierflg = 0; + + // no print + arglist[0] = -1; + gMinuit_plus->mnexcm("SET PRI", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET PRI", arglist, 1, ierflg); + + // no warnings + arglist[0] = -1; + gMinuit_plus->mnexcm("SET NOW", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET NOW", arglist, 1, ierflg); + // gMinuit_plus->mnexcm("SET WAR", arglist, 1, ierflg); + // gMinuit_minus->mnexcm("SET WAR", arglist, 1, ierflg); + + Logger::get("wlep")->debug("complex debug point 4"); + + + /* + // set accuracy + arglist[0] = 1.E-5L; + gMinuit_plus->mnexcm("SET EPS", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET EPS", arglist, 1, ierflg); + */ + // set error + arglist[0] = 1; // 0.5 for lnL, 1 for chi2 + // set the 1 sigma tolerance for the change in FCN + // that determines when a function has been minimized + gMinuit_plus->mnexcm("SET ERR", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET ERR", arglist, 1, ierflg); + + // set strategy (0 is less accurate, 1 is default, 2 is more accurate) + arglist[0] = 0; + gMinuit_plus->mnexcm("SET STR", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET STR", arglist, 1, ierflg); + + Logger::get("wlep")->debug("complex debug point 5"); + + // set start value and range of x and fix all other params + static double start_val = 0; + static double step = 0.00001; + double lower = -9999; + double upper = 9999; + if (lep_px > 0) { + lower = -W_MASS*W_MASS/(4*lep_px) + 1e-5; + start_val = lower + 1; + // cout << "lower: " << lower << endl; + } + if (lep_px < 0) { + upper = -W_MASS*W_MASS/(4*lep_px) - 1e-5; + start_val = upper - 1; + // cout << "upper: " << upper << endl; + } + gMinuit_plus->mnparm(0, "x", start_val, step, lower, upper, ierflg); + gMinuit_plus->mnparm(1, "lep_px", lep_px, step, -999, 999, ierflg); + gMinuit_plus->mnparm(2, "lep_py", lep_py, step, -999, 999, ierflg); + gMinuit_plus->mnparm(3, "lep_pt", lep_pt, step, 0, 999, ierflg); + gMinuit_plus->mnparm(4, "px_miss", px_miss, step, -999, 999, ierflg); + gMinuit_plus->mnparm(5, "py_miss", py_miss, step, -999, 999, ierflg); + gMinuit_plus->FixParameter(1); + gMinuit_plus->FixParameter(2); + gMinuit_plus->FixParameter(3); + gMinuit_plus->FixParameter(4); + gMinuit_plus->FixParameter(5); + + gMinuit_minus->mnparm(0, "x", start_val, step, lower, upper, ierflg); + gMinuit_minus->mnparm(1, "lep_px", lep_px, step, -999, 999, ierflg); + gMinuit_minus->mnparm(2, "lep_py", lep_py, step, -999, 999, ierflg); + gMinuit_minus->mnparm(3, "lep_pt", lep_pt, step, 0, 999, ierflg); + gMinuit_minus->mnparm(4, "px_miss", px_miss, step, -999, 999, ierflg); + gMinuit_minus->mnparm(5, "py_miss", py_miss, step, -999, 999, ierflg); + gMinuit_minus->FixParameter(1); + gMinuit_minus->FixParameter(2); + gMinuit_minus->FixParameter(3); + gMinuit_minus->FixParameter(4); + gMinuit_minus->FixParameter(5); + + Logger::get("wlep")->debug("complex debug point 6"); + + // now ready for minimization step + arglist[0] = 500000; // maximum number of iterations + arglist[1] = 1.; // related to errors + gMinuit_plus->mnexcm("MIGARD", arglist, 2, ierflg); + gMinuit_minus->mnexcm("MIGRAD", arglist, 2, ierflg); + + // obtain fit results and calculate values of delta minus and delta plus functions + // choose solution that leads to a smaller delta value + double x_plus, x_pluserr; + double d_plus; + gMinuit_plus->GetParameter(0,x_plus, x_pluserr); + double par_plus[6] = {x_plus,lep_px,lep_py,lep_pt,px_miss,py_miss}; + d_plus = min_fplus(par_plus); + // cout << "Fit result plus: x=" << x_plus << " " << "d(x)=" << d_plus << endl; + + double x_minus, x_minuserr; + double d_minus; + gMinuit_minus->GetParameter(0,x_minus, x_minuserr); + double par_minus[6] = {x_minus,lep_px,lep_py,lep_pt,px_miss,py_miss}; + d_minus = min_fminus(par_minus); + // cout << "Fit result minus: x=" << x_minus << " d(x)=" << d_minus << endl; + + Logger::get("wlep")->debug("complex debug point 7"); + + double nu_pxnew, nu_pynew, r_new; + if (d_plusdebug("complex debug point 8"); + + } + + else { // two real solutions for pz nu + // cout << "Two neutrino pz solutions" << endl; + Logger::get("wlep")->debug("real solution"); + double sol1, sol2, nu_pz; + sol1 = lep_pz * alpha / (lep_pt * lep_pt) + sqrt(rad); + sol2 = lep_pz * alpha / (lep_pt * lep_pt) - sqrt(rad); + + // choose the smaller pz solution + if (abs(sol1) < abs(sol2)) { + nu_pz = sol1; + } else { + nu_pz = sol2; + } + + // set 4 momenta of neutrino and W boson + nu_p4.SetPxPyPzE(nu_px, nu_py, nu_pz, sqrt(nu_px * nu_px + nu_py * nu_py + nu_pz * nu_pz)); + solution_is_real = true; + } + + wlep_p4 = lep_p4 + nu_p4; + + Logger::get("wlep")->debug("final leptonic W boson pT: {} eta: {} phi: {} mass: {}", + wlep_p4.Pt(), wlep_p4.Eta(), wlep_p4.Phi(), wlep_p4.M()); + + return wlep_p4; + + }; + + + + return df.Define(str_wlep_p4, + leptonicW, + {str_lep_p4, str_met_p4} + ); + +} + + + +ROOT::RDF::RNode ReconstructLeptonicW_mt(ROOT::RDF::RNode df, + const std::string &outputname, + const std::string &particle_p4) { + auto calculate_mt = [](ROOT::Math::PtEtaPhiMVector &particle_p4) { + return particle_p4.Mt();; + }; + return df.Define(outputname, calculate_mt, {particle_p4}); +} + + +#endif /* GUARD_LEPSELECTION_H */ From d80f869367cc2b93aad4bc56334f98594f1def4d Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 19 Oct 2022 15:58:29 +0200 Subject: [PATCH 044/284] includes --- code_generation/analysis_template.cxx | 2 +- code_generation/subset_template.cxx | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index 8092b0b5..c3295cbe 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -13,6 +13,7 @@ #include "include/quantities.hxx" #include "include/reweighting.hxx" #include "include/scalefactors.hxx" +#include "include/topreco.hxx" #include "include/triggers.hxx" #include "include/utility/Logger.hxx" #include @@ -23,7 +24,6 @@ #include #include #include - // {INCLUDES} int main(int argc, char *argv[]) { diff --git a/code_generation/subset_template.cxx b/code_generation/subset_template.cxx index bf6c2508..f9f42298 100644 --- a/code_generation/subset_template.cxx +++ b/code_generation/subset_template.cxx @@ -14,6 +14,7 @@ #include "include/quantities.hxx" #include "include/reweighting.hxx" #include "include/scalefactors.hxx" +#include "include/topreco.hxx" #include "include/triggers.hxx" #include "include/utility/Logger.hxx" #include @@ -21,8 +22,7 @@ #include #include #include - ROOT::RDF::RNode {subsetname} (ROOT::RDF::RNode df0) { // { commands } -} \ No newline at end of file +} From 9eb4da71514bec07def27325f4d66bef3aa5b16a Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 19 Oct 2022 17:59:57 +0200 Subject: [PATCH 045/284] jet selection --- include/topreco.hxx | 8 ++++++ src/topreco.cxx | 59 ++++++++++++++++++++------------------------- 2 files changed, 34 insertions(+), 33 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index aab429e1..088f0d68 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -47,5 +47,13 @@ ROOT::RDF::RNode ReconstructLeptonicW_mt(ROOT::RDF::RNode df, const std::string &particle_p4 ); +ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, + const int &njets, + const int &nbjets, + const std::string &str_good_jets_mask, + const std::string &str_good_bjets_mask + ); + + #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index f98de9b2..a3e4ed45 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -135,38 +135,6 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, str_el_pt, str_el_eta, str_el_phi, str_el_mass} ); - // ROOT::Math::PtEtaPhiMVector lep_p4 = ROOT::Math::PtEtaPhiMVector(0,0,0,0); - // lep_p4.SetPtEtaPhiM(0,0,0,0); - - - - // float lep_pt = 0; - // float lep_eta = 0; - // float lep_phi = 0; - // float lep_mass = 0; - - - - // auto df3 = df2.Define(str_lep_p4, - // lep_p4, - // {lep_pt, lep_eta, lep_phi, lep_mass} - // ); - - // [](ROOT::Math::PtEtaPhiMVector lep_p4) { - // return lep_p4; - // }, - // [](const float &pt, - // const float &eta, - // const float &phi, - // const float &mass) { - // auto lep_p4 = ROOT::Math::PtEtaPhiMVector(pt,eta,phi,mass); - // return lep_p4; - // }, - - - // - - return df6; } @@ -463,4 +431,29 @@ ROOT::RDF::RNode ReconstructLeptonicW_mt(ROOT::RDF::RNode df, } -#endif /* GUARD_LEPSELECTION_H */ + +ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, + const int &njets, + const int &nbjets, + const std::string &str_good_jets_mask, + const std::string &str_good_bjets_mask + ) { + + auto df2 = df.Filter([njets, nbjets](const ROOT::RVec &good_jets_mask, + const ROOT::RVec &good_bjets_mask) { + + int nj = ROOT::VecOps::Sum(good_jets_mask,0); + int nbj = ROOT::VecOps::Sum(good_bjets_mask,0); + + return (nj == njets) && (nbj == nbjets); + }, + {str_good_jets_mask, str_good_bjets_mask}, + "jet selection and b jet selection" + ); + + return df2; +} + + + +#endif /* GUARD_TOPRECO_H */ From b81367ecf2c9229bb72eead131d41e44c7683aa9 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Sun, 23 Oct 2022 20:50:20 +0200 Subject: [PATCH 046/284] jet anti id cut function --- include/jets.hxx | 5 ++++- src/jets.cxx | 19 ++++++++++++++++++- 2 files changed, 22 insertions(+), 2 deletions(-) diff --git a/include/jets.hxx b/include/jets.hxx index 6aeb5a76..0c3c8fac 100644 --- a/include/jets.hxx +++ b/include/jets.hxx @@ -47,6 +47,9 @@ JetPtCorrection_data(ROOT::RDF::RNode df, const std::string &corrected_jet_pt, ROOT::RDF::RNode CutRawID(ROOT::RDF::RNode df, const std::string &quantity, const std::string &maskname, const float &idThreshold); +ROOT::RDF::RNode AntiCutRawID(ROOT::RDF::RNode df, const std::string &quantity, + const std::string &maskname, + const float &idThreshold); } // end namespace jet } // end namespace physicsobject @@ -61,4 +64,4 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, const int &position); } // end namespace jet } // end namespace quantities -#endif /* GUARDJETS_H */ \ No newline at end of file +#endif /* GUARDJETS_H */ diff --git a/src/jets.cxx b/src/jets.cxx index 954edd7c..201efc7a 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -516,6 +516,23 @@ ROOT::RDF::RNode CutRawID(ROOT::RDF::RNode df, const std::string &quantity, df.Define(maskname, basefunctions::FilterMin(idThreshold), {quantity}); return df1; } +/// Function to select jets failing a ID requirement, using +/// basefunctions::FilterMax +/// +/// \param[in] df the input dataframe +/// \param[in] quantity name of the rawID column in the NanoAOD +/// \param[out] maskname the name of the mask to be added as column to the +/// dataframe +/// \param[in] idThreshold maximal ID value +/// +/// \return a dataframe containing the new mask + ROOT::RDF::RNode AntiCutRawID(ROOT::RDF::RNode df, const std::string &quantity, + const std::string &maskname, + const float &idThreshold) { + auto df1 = + df.Define(maskname, basefunctions::FilterMax(idThreshold), {quantity}); + return df1; +} } // end namespace jet } // end namespace physicsobject @@ -574,4 +591,4 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, } } // end namespace jet } // end namespace quantities -#endif /* GUARDJETS_H */ \ No newline at end of file +#endif /* GUARDJETS_H */ From d0d5bb59a3d3cb89108f8cccaf5da5574ebdfd32 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Sun, 23 Oct 2022 20:51:23 +0200 Subject: [PATCH 047/284] top reco and some finetuning --- include/topreco.hxx | 23 ++++ src/topreco.cxx | 314 +++++++++++++++++++++++++++++++++++++++++--- 2 files changed, 318 insertions(+), 19 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 088f0d68..737fcd18 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -56,4 +56,27 @@ ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, +ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, + const std::string &str_wlep_p4, + const std::string &str_n_nonbjets, + const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_n_bjets, + const std::string &str_bjet_p4_1, + const std::string &str_bjet_btag_1, + const std::string &str_bjet_p4_2, + const std::string &str_bjet_btag_2, + const std::string &str_is_reco, + const std::string &str_is_jjb, + const std::string &str_is_jjbb, + const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, + const std::string &str_top_p4, + const std::string &str_tb_p4, + const std::string &str_sb_p4 + ); + + #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index a3e4ed45..04372547 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -12,6 +12,10 @@ #include #include "TMinuit.h" +const float W_MASS = 80.377; // PDG value as of 10/22 +const float TOP_MASS = 172.5; // gen mass + + ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_loose_mu, @@ -56,26 +60,30 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, ); - auto df3 = df2.Filter([](const int nloose, - const int ntight) { - return (nloose == 1) && (ntight == 1); - }, - {str_n_loose_lep, str_n_tight_lep}, - "lepton selection (exactly one tight lepton)" - ); + // auto df3 = df2.Filter([](const int nloose, + // const int ntight) { + // return (nloose == 1) && (ntight == 1); + // }, + // {str_n_loose_lep, str_n_tight_lep}, + // "lepton selection (exactly one tight lepton)" + // ); - auto df4 = df3.Define(str_is_mu, - [](const int &n_tight_mu) { - return n_tight_mu; + auto df4 = df2.Define(str_is_mu, + [](const int &n_tight_mu, + const int &n_loose_lep, + const int &n_tight_lep) { + return int(n_tight_mu && (n_loose_lep == 1) && (n_tight_lep == 1)); }, - {str_n_tight_mu} + {str_n_tight_mu, str_n_loose_lep, str_n_tight_lep} ); auto df5 = df4.Define(str_is_el, - [](const int &n_tight_el) { - return n_tight_el; + [](const int &n_tight_el, + const int &n_loose_lep, + const int &n_tight_lep) { + return int(n_tight_el && (n_loose_lep == 1) && (n_tight_lep == 1)); }, - {str_n_tight_el} + {str_n_tight_el, str_n_loose_lep, str_n_tight_lep} ); auto lep_p4 = [](const int is_mu, @@ -100,7 +108,10 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, Logger::get("lep_p4")->debug("index of max in mu {}, el {}", ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); - ROOT::Math::PtEtaPhiMVector lep; + auto lep = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); + + if ((is_mu + is_el) == 0) + return lep; if (is_mu) { Logger::get("lep_p4")->debug("---> should reco mu..."); @@ -140,8 +151,6 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, -const float W_MASS = 80.377; // PDG value as of 10/22 - // helper function for minimizer constraint double rad_py(double x, double lep_px) { return W_MASS*W_MASS + 4*lep_px*x; @@ -197,6 +206,11 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, auto leptonicW = [](const ROOT::Math::PtEtaPhiMVector lep_p4, const ROOT::Math::PtEtaPhiMVector met_p4) { + auto wlep_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10) ; + + if (lep_p4.Pt() < 0) + return wlep_p4; + double lep_e = lep_p4.E(); double lep_pt = lep_p4.Pt(); double lep_px = lep_p4.Px(); @@ -208,8 +222,6 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, double nu_px = met_p4.Px(); double nu_py = met_p4.Py(); - ROOT::Math::PtEtaPhiMVector wlep_p4; - bool solution_is_real; @@ -456,4 +468,268 @@ ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, +ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, + const std::string &str_wlep_p4, + const std::string &str_n_nonbjets, + const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_n_bjets, + const std::string &str_bjet_p4_1, + const std::string &str_bjet_btag_1, + const std::string &str_bjet_p4_2, + const std::string &str_bjet_btag_2, + const std::string &str_is_reco, + const std::string &str_is_jjb, + const std::string &str_is_jjbb, + const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, + const std::string &str_top_p4, + const std::string &str_tb_p4, + const std::string &str_sb_p4 + ) { + + auto df2 = df.Define(str_is_jjb, + [](const int n_nonbjets, + const int n_bjets){ + return int((n_nonbjets + n_bjets) == 2 && n_bjets == 1); + }, + {str_n_nonbjets, str_n_bjets} + ); + + auto df3 = df2.Define(str_is_jjbb, + [](const int n_nonbjets, + const int n_bjets){ + return int((n_nonbjets + n_bjets) == 2 && n_bjets == 2); + }, + {str_n_nonbjets, str_n_bjets} + ); + + auto df4 = df3.Define(str_is_jjjb, + [](const int n_nonbjets, + const int n_bjets){ + return int((n_nonbjets + n_bjets) == 3 && n_bjets == 1); + }, + {str_n_nonbjets, str_n_bjets} + ); + + auto df5 = df4.Define(str_is_jjjbb, + [](const int n_nonbjets, + const int n_bjets){ + return int((n_nonbjets + n_bjets) == 3 && n_bjets == 2); + }, + {str_n_nonbjets, str_n_bjets} + ); + + auto df6 = df5.Define(str_is_reco, + [](const int is_jjb, + const int is_jjbb, + const int is_jjjb, + const int is_jjjbb + ){ + return is_jjb + is_jjbb + is_jjjb + is_jjjbb; + }, + {str_is_jjb, str_is_jjbb, str_is_jjjb, str_is_jjjbb} + ); + + + auto top_reco = [](const int is_reco, + const int is_jjb, + const int is_jjbb, + const int is_jjjb, + const int is_jjjbb, + const ROOT::Math::PtEtaPhiMVector wlep_p4, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, + const float nonbjet_btag_1, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, + const float nonbjet_btag_2, + const ROOT::Math::PtEtaPhiMVector bjet_p4_1, + const float bjet_btag_1, + const ROOT::Math::PtEtaPhiMVector bjet_p4_2, + const float bjet_btag_2 + ){ + + auto top_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); + + if (wlep_p4.Pt() < 0) + return top_p4; + + if (!is_reco) + return top_p4; + + if (is_jjb || is_jjjb) { + top_p4 = wlep_p4 + bjet_p4_1; + } + else if (is_jjbb || is_jjjbb) { + + auto cand1_p4 = wlep_p4 + bjet_p4_1; + auto cand2_p4 = wlep_p4 + bjet_p4_2; + + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) + top_p4 = cand1_p4; + else + top_p4 = cand2_p4; + } + + return top_p4; + }; + + auto df7 = df6.Define(str_top_p4, + top_reco, + {str_is_reco, + str_is_jjb, + str_is_jjbb, + str_is_jjjb, + str_is_jjjbb, + str_wlep_p4, + str_nonbjet_p4_1, + str_nonbjet_btag_1, + str_nonbjet_p4_2, + str_nonbjet_btag_2, + str_bjet_p4_1, + str_bjet_btag_1, + str_bjet_p4_2, + str_bjet_btag_2 + } + ); + + + auto tb_reco = [](const int is_reco, + const int is_jjb, + const int is_jjbb, + const int is_jjjb, + const int is_jjjbb, + const ROOT::Math::PtEtaPhiMVector wlep_p4, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, + const float nonbjet_btag_1, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, + const float nonbjet_btag_2, + const ROOT::Math::PtEtaPhiMVector bjet_p4_1, + const float bjet_btag_1, + const ROOT::Math::PtEtaPhiMVector bjet_p4_2, + const float bjet_btag_2 + ){ + + auto tb_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); + + if (wlep_p4.Pt() < 0) + return tb_p4; + + if (!is_reco) + return tb_p4; + + if (is_jjb || is_jjjb) { + tb_p4 = bjet_p4_1; + } + else if (is_jjbb || is_jjjbb) { + + auto cand1_p4 = wlep_p4 + bjet_p4_1; + auto cand2_p4 = wlep_p4 + bjet_p4_2; + + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) + tb_p4 = bjet_p4_1; + else + tb_p4 = bjet_p4_2; + } + + return tb_p4; + }; + + auto df8 = df7.Define(str_tb_p4, + tb_reco, + {str_is_reco, + str_is_jjb, + str_is_jjbb, + str_is_jjjb, + str_is_jjjbb, + str_wlep_p4, + str_nonbjet_p4_1, + str_nonbjet_btag_1, + str_nonbjet_p4_2, + str_nonbjet_btag_2, + str_bjet_p4_1, + str_bjet_btag_1, + str_bjet_p4_2, + str_bjet_btag_2 + } + ); + + + auto sb_reco = [](const int is_reco, + const int is_jjb, + const int is_jjbb, + const int is_jjjb, + const int is_jjjbb, + const ROOT::Math::PtEtaPhiMVector wlep_p4, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, + const float nonbjet_btag_1, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, + const float nonbjet_btag_2, + const ROOT::Math::PtEtaPhiMVector bjet_p4_1, + const float bjet_btag_1, + const ROOT::Math::PtEtaPhiMVector bjet_p4_2, + const float bjet_btag_2 + ){ + + auto sb_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); + + if (wlep_p4.Pt() < 0) + return sb_p4; + + if (!is_reco) + return sb_p4; + + if (is_jjb) { + sb_p4 = nonbjet_p4_1; + } + else if (is_jjbb || is_jjjbb) { + + auto cand1_p4 = wlep_p4 + bjet_p4_1; + auto cand2_p4 = wlep_p4 + bjet_p4_2; + + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) + sb_p4 = bjet_p4_2; + else + sb_p4 = bjet_p4_1; + } + else if (is_jjjb) { + + if (nonbjet_btag_1 > nonbjet_btag_1) + sb_p4 = nonbjet_p4_1; + else + sb_p4 = nonbjet_p4_2; + } + + return sb_p4; + }; + + auto df9 = df8.Define(str_sb_p4, + sb_reco, + {str_is_reco, + str_is_jjb, + str_is_jjbb, + str_is_jjjb, + str_is_jjjbb, + str_wlep_p4, + str_nonbjet_p4_1, + str_nonbjet_btag_1, + str_nonbjet_p4_2, + str_nonbjet_btag_2, + str_bjet_p4_1, + str_bjet_btag_1, + str_bjet_p4_2, + str_bjet_btag_2 + } + ); + + + + + + return df9; +} + + + #endif /* GUARD_TOPRECO_H */ From 015c5cc7c41966f2094bffa753c1a0b76b818e20 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 24 Oct 2022 13:54:58 +0200 Subject: [PATCH 048/284] additional filter functions --- include/basefunctions.hxx | 13 +++++++++++++ include/physicsobjects.hxx | 7 ++++++- src/physicsobjects.cxx | 36 ++++++++++++++++++++++++++++++++++-- 3 files changed, 53 insertions(+), 3 deletions(-) diff --git a/include/basefunctions.hxx b/include/basefunctions.hxx index a6df136a..b5f0dd8a 100644 --- a/include/basefunctions.hxx +++ b/include/basefunctions.hxx @@ -282,6 +282,19 @@ inline auto FilterMax(const float &cut) { }; } +/// Function to apply a maximal filter requirement to an integer quantity. +/// Returns true if the value is smaller than the given cut value +/// +/// \param cut The cut value of the filter +/// +/// \returns a lambda function to be used in RDF Define +inline auto FilterMaxInt(const int &cut) { + return [cut](const ROOT::RVec &values) { + ROOT::RVec mask = values < cut; + return mask; + }; +} + /// Function to apply a maximal filter requirement to a quantity. /// Returns true if the absolute value is smaller than the given cut value /// diff --git a/include/physicsobjects.hxx b/include/physicsobjects.hxx index a207e3b8..9e868c4c 100644 --- a/include/physicsobjects.hxx +++ b/include/physicsobjects.hxx @@ -85,6 +85,9 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, const std::string &isolationName, const float &Threshold); +ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, const std::string &maskname, + const std::string &isolationName, + const float &Threshold); ROOT::RDF::RNode GenerateRndmRVec(ROOT::RDF::RNode df, const std::string &outputname, const std::string &objCollection, int seed); @@ -150,9 +153,11 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, const std::string &nameID); ROOT::RDF::RNode CutCBID(ROOT::RDF::RNode df, const std::string &maskname, const std::string &nameID, const int &IDvalue); +ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, + const std::string &nameID, const int &IDvalue); ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, const std::string &isolationName, const float &Threshold); } // end namespace electron } // namespace physicsobject -#endif /* GUARD_PHYSICSOBJECTS_H */ \ No newline at end of file +#endif /* GUARD_PHYSICSOBJECTS_H */ diff --git a/src/physicsobjects.cxx b/src/physicsobjects.cxx index 34ba75c4..253631f5 100644 --- a/src/physicsobjects.cxx +++ b/src/physicsobjects.cxx @@ -436,6 +436,22 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, {isolationName}); return df1; } +/// Function to cut on muons based on the muon isolation using +/// basefunctions::FilterMin +/// +/// \param[in] df the input dataframe +/// \param[in] isolationName name of the isolation column in the NanoAOD +/// \param[out] maskname the name of the new mask to be added as column to the +/// dataframe \param[in] Threshold minimal isolation threshold +/// +/// \return a dataframe containing the new mask +ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, const std::string &maskname, + const std::string &isolationName, + const float &Threshold) { + auto df1 = df.Define(maskname, basefunctions::FilterMin(Threshold), + {isolationName}); + return df1; +} /// Function to create a column of vector of random numbers between 0 and 1 /// with size of the input object collection @@ -930,7 +946,8 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, [](const ROOT::RVec &id) { return (ROOT::RVec)id; }, {nameID}); return df1; -} /// Function to cut jets based on the cut based electron ID +} +/// Function to cut electrons based on the cut based electron ID /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to @@ -944,6 +961,21 @@ ROOT::RDF::RNode CutCBID(ROOT::RDF::RNode df, const std::string &maskname, df.Define(maskname, basefunctions::FilterMinInt(IDvalue), {nameID}); return df1; } +/// Function to cut electrons based on the cut based electron ID +/// +/// \param[in] df the input dataframe +/// \param[out] maskname the name of the new mask to be added as column to +/// the dataframe \param[in] nameID name of the ID column in the NanoAOD +/// \param[in] IDvalue value of the WP the has to be passed +/// +/// \return a dataframe containing the new mask +ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, + const std::string &nameID, const int &IDvalue) { + auto df1 = + df.Define(maskname, basefunctions::FilterMaxInt(IDvalue), {nameID}); + return df1; +} + /// Function to cut electrons based on the electron isolation using /// basefunctions::FilterMax /// @@ -964,4 +996,4 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, } // end namespace electron } // namespace physicsobject -#endif /* GUARD_PHYSICSOBJECTS_H */ \ No newline at end of file +#endif /* GUARD_PHYSICSOBJECTS_H */ From be0d5d7738b0e31ba6e0711852f48e6dcaf60179 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 24 Oct 2022 13:55:29 +0200 Subject: [PATCH 049/284] antiiso selection and reco --- include/topreco.hxx | 32 ++++++-- src/topreco.cxx | 174 ++++++++++++++++++++++++++++++++++++++------ 2 files changed, 178 insertions(+), 28 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 737fcd18..f1a56c80 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -13,8 +13,8 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_loose_el, const std::string &str_n_tight_mu, const std::string &str_n_tight_el, - const std::string &tight_muons_mask, - const std::string &tight_electrons_mask, + const std::string &str_tight_muons_mask, + const std::string &str_tight_electrons_mask, const std::string &str_mu_pt, const std::string &str_mu_eta, const std::string &str_mu_phi, @@ -27,9 +27,33 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_tight_lep, const std::string &str_is_mu, const std::string &str_is_el, + const std::string &str_is_iso, const std::string &str_lep_p4 ); +ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, + const std::string &str_n_loose_mu, + const std::string &str_n_loose_el, + const std::string &str_n_antitight_mu, + const std::string &str_n_antitight_el, + const std::string &str_antitight_muons_mask, + const std::string &str_antitight_electrons_mask, + const std::string &str_mu_pt, + const std::string &str_mu_eta, + const std::string &str_mu_phi, + const std::string &str_mu_mass, + const std::string &str_el_pt, + const std::string &str_el_eta, + const std::string &str_el_phi, + const std::string &str_el_mass, + const std::string &str_n_loose_lep, + const std::string &str_n_antitight_lep, + const std::string &str_is_mu, + const std::string &str_is_el, + const std::string &str_is_iso, + const std::string &str_lep_p4 + ); + double rad_py(double x, double lep_px); double min_fplus(double *par); double min_fminus(double *par); @@ -42,10 +66,6 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, const std::string &str_lepw_p4 ); -ROOT::RDF::RNode ReconstructLeptonicW_mt(ROOT::RDF::RNode df, - const std::string &outputname, - const std::string &particle_p4 - ); ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, diff --git a/src/topreco.cxx b/src/topreco.cxx index 04372547..ceacf41b 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -36,6 +36,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_tight_lep, const std::string &str_is_mu, const std::string &str_is_el, + const std::string &str_is_iso, const std::string &str_lep_p4 ) { @@ -60,19 +61,11 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, ); - // auto df3 = df2.Filter([](const int nloose, - // const int ntight) { - // return (nloose == 1) && (ntight == 1); - // }, - // {str_n_loose_lep, str_n_tight_lep}, - // "lepton selection (exactly one tight lepton)" - // ); - auto df4 = df2.Define(str_is_mu, [](const int &n_tight_mu, const int &n_loose_lep, const int &n_tight_lep) { - return int(n_tight_mu && (n_loose_lep == 1) && (n_tight_lep == 1)); + return int((n_tight_mu == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)); }, {str_n_tight_mu, str_n_loose_lep, str_n_tight_lep} ); @@ -81,7 +74,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, [](const int &n_tight_el, const int &n_loose_lep, const int &n_tight_lep) { - return int(n_tight_el && (n_loose_lep == 1) && (n_tight_lep == 1)); + return int((n_tight_el == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)); }, {str_n_tight_el, str_n_loose_lep, str_n_tight_lep} ); @@ -146,7 +139,155 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, str_el_pt, str_el_eta, str_el_phi, str_el_mass} ); - return df6; + + auto is_iso = [](const ROOT::Math::PtEtaPhiMVector lep_p4){ + return int(lep_p4.Pt() > 0); + }; + + auto df7 = df6.Define(str_is_iso, + is_iso, + {str_lep_p4} + ); + + return df7; +} + + + + +ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, + const std::string &str_n_loose_mu, + const std::string &str_n_loose_el, + const std::string &str_n_antitight_mu, + const std::string &str_n_antitight_el, + const std::string &str_antitight_muons_mask, + const std::string &str_antitight_electrons_mask, + const std::string &str_mu_pt, + const std::string &str_mu_eta, + const std::string &str_mu_phi, + const std::string &str_mu_mass, + const std::string &str_el_pt, + const std::string &str_el_eta, + const std::string &str_el_phi, + const std::string &str_el_mass, + const std::string &str_n_loose_lep, + const std::string &str_n_antitight_lep, + const std::string &str_is_mu, + const std::string &str_is_el, + const std::string &str_is_iso, + const std::string &str_lep_p4 + ) { + + auto df1 = df.Define(str_n_loose_lep, + [](const int &n_loose_mu, + const int &n_loose_el) { + Logger::get("lepsel")->debug("size of n_loose_mu and n_loose_el: {} {}", + n_loose_mu, n_loose_el); + return n_loose_mu + n_loose_el; + }, + {str_n_loose_mu, str_n_loose_el} + ); + + auto df2 = df1.Define(str_n_antitight_lep, + [](const int &n_antitight_mu, + const int &n_antitight_el) { + Logger::get("lepsel")->debug("size of n_antitight_mu and n_antitight_el: {} {}", + n_antitight_mu, n_antitight_el); + return n_antitight_mu + n_antitight_el; + }, + {str_n_antitight_mu, str_n_antitight_el} + ); + + + auto df4 = df2.Define(str_is_mu, + [](const int &n_antitight_mu, + const int &n_loose_lep, + const int &n_antitight_lep) { + return int((n_antitight_mu == 1) && (n_loose_lep == 0) && (n_antitight_lep == 1)); + }, + {str_n_antitight_mu, str_n_loose_lep, str_n_antitight_lep} + ); + + auto df5 = df4.Define(str_is_el, + [](const int &n_antitight_el, + const int &n_loose_lep, + const int &n_antitight_lep) { + return int((n_antitight_el == 1 )&& (n_loose_lep == 0) && (n_antitight_lep == 1)); + }, + {str_n_antitight_el, str_n_loose_lep, str_n_antitight_lep} + ); + + auto lep_p4 = [](const int is_mu, + const int is_el, + const ROOT::RVec &antitight_muons_mask, + const ROOT::RVec &antitight_electrons_mask, + const ROOT::RVec &mu_pt, + const ROOT::RVec &mu_eta, + const ROOT::RVec &mu_phi, + const ROOT::RVec &mu_mass, + const ROOT::RVec &el_pt, + const ROOT::RVec &el_eta, + const ROOT::RVec &el_phi, + const ROOT::RVec &el_mass) { + + Logger::get("lep_p4")->debug("masks mu {}, el {}", + antitight_muons_mask, antitight_electrons_mask); + Logger::get("lep_p4")->debug("mask sizes mu {}, el {}", + antitight_muons_mask.size(), antitight_electrons_mask.size()); + Logger::get("lep_p4")->debug("max in mu {}, el {}", + ROOT::VecOps::Max(antitight_muons_mask), ROOT::VecOps::Max(antitight_electrons_mask)); + Logger::get("lep_p4")->debug("index of max in mu {}, el {}", + ROOT::VecOps::ArgMax(antitight_muons_mask), ROOT::VecOps::ArgMax(antitight_electrons_mask)); + + auto lep = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); + + if ((is_mu + is_el) == 0) + return lep; + + if (is_mu) { + Logger::get("lep_p4")->debug("---> should reco mu..."); + lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2), + mu_eta.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2), + mu_phi.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2), + mu_mass.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2)); + } + else if (is_el) { + Logger::get("lep_p4")->debug("---> should reco el..."); + lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3), + el_eta.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3), + el_phi.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3), + el_mass.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3)); + } + else { + lep = ROOT::Math::PtEtaPhiMVector(1,1,1,1); + } + + Logger::get("final_lep")->debug("building p4 from lepton with {} {} {} {}", + lep.Pt(), lep.Eta(), lep.Phi(), lep.M()); + + return lep; + + }; + + auto df6 = df5.Define(str_lep_p4, + lep_p4, + {str_is_mu, str_is_el, + str_antitight_muons_mask, str_antitight_electrons_mask, + str_mu_pt, str_mu_eta, str_mu_phi, str_mu_mass, + str_el_pt, str_el_eta, str_el_phi, str_el_mass} + ); + + + auto is_antiiso = [](const ROOT::Math::PtEtaPhiMVector lep_p4){ + return int(lep_p4.Pt() > 0)*(-1); + }; + + auto df7 = df6.Define(str_is_iso, + is_antiiso, + {str_lep_p4} + ); + + return df7; } @@ -433,17 +574,6 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, -ROOT::RDF::RNode ReconstructLeptonicW_mt(ROOT::RDF::RNode df, - const std::string &outputname, - const std::string &particle_p4) { - auto calculate_mt = [](ROOT::Math::PtEtaPhiMVector &particle_p4) { - return particle_p4.Mt();; - }; - return df.Define(outputname, calculate_mt, {particle_p4}); -} - - - ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, const int &nbjets, From 79b29a47693699983050151788a6f679572f52fe Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 26 Oct 2022 17:11:45 +0200 Subject: [PATCH 050/284] refactoring --- src/topreco.cxx | 205 +++++++++++++++--------------------------------- 1 file changed, 65 insertions(+), 140 deletions(-) diff --git a/src/topreco.cxx b/src/topreco.cxx index ceacf41b..141e4487 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -620,6 +620,8 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, const std::string &str_sb_p4 ) { + const std::string str_tmp_vec_name = "tmp_vec_p4"; + auto df2 = df.Define(str_is_jjb, [](const int n_nonbjets, const int n_bjets){ @@ -680,162 +682,68 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, const float bjet_btag_2 ){ - auto top_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); - - if (wlep_p4.Pt() < 0) - return top_p4; - - if (!is_reco) - return top_p4; - if (is_jjb || is_jjjb) { - top_p4 = wlep_p4 + bjet_p4_1; - } - else if (is_jjbb || is_jjjbb) { + ROOT::RVec reco_vec { + ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10), // top_p4 + ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10), // tb_p4 + ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10) // sb_p4 + }; - auto cand1_p4 = wlep_p4 + bjet_p4_1; - auto cand2_p4 = wlep_p4 + bjet_p4_2; - - if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) - top_p4 = cand1_p4; - else - top_p4 = cand2_p4; - } - - return top_p4; - }; - - auto df7 = df6.Define(str_top_p4, - top_reco, - {str_is_reco, - str_is_jjb, - str_is_jjbb, - str_is_jjjb, - str_is_jjjbb, - str_wlep_p4, - str_nonbjet_p4_1, - str_nonbjet_btag_1, - str_nonbjet_p4_2, - str_nonbjet_btag_2, - str_bjet_p4_1, - str_bjet_btag_1, - str_bjet_p4_2, - str_bjet_btag_2 - } - ); - - - auto tb_reco = [](const int is_reco, - const int is_jjb, - const int is_jjbb, - const int is_jjjb, - const int is_jjjbb, - const ROOT::Math::PtEtaPhiMVector wlep_p4, - const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, - const float nonbjet_btag_1, - const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, - const float nonbjet_btag_2, - const ROOT::Math::PtEtaPhiMVector bjet_p4_1, - const float bjet_btag_1, - const ROOT::Math::PtEtaPhiMVector bjet_p4_2, - const float bjet_btag_2 - ){ - - auto tb_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); if (wlep_p4.Pt() < 0) - return tb_p4; + return reco_vec; if (!is_reco) - return tb_p4; + return reco_vec; - if (is_jjb || is_jjjb) { - tb_p4 = bjet_p4_1; + if (is_jjb) { // 2j1b + reco_vec[0] = wlep_p4 + bjet_p4_1; + reco_vec[1] = bjet_p4_1; + reco_vec[2] = nonbjet_p4_1; } - else if (is_jjbb || is_jjjbb) { - + else if (is_jjbb) { // 2j2b auto cand1_p4 = wlep_p4 + bjet_p4_1; auto cand2_p4 = wlep_p4 + bjet_p4_2; - - if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) - tb_p4 = bjet_p4_1; - else - tb_p4 = bjet_p4_2; + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) { + reco_vec[0] = cand1_p4; + reco_vec[1] = bjet_p4_1; + reco_vec[2] = bjet_p4_2; + } + else { + reco_vec[0] = cand2_p4; + reco_vec[1] = bjet_p4_2; + reco_vec[2] = bjet_p4_1; + } } - - return tb_p4; - }; - - auto df8 = df7.Define(str_tb_p4, - tb_reco, - {str_is_reco, - str_is_jjb, - str_is_jjbb, - str_is_jjjb, - str_is_jjjbb, - str_wlep_p4, - str_nonbjet_p4_1, - str_nonbjet_btag_1, - str_nonbjet_p4_2, - str_nonbjet_btag_2, - str_bjet_p4_1, - str_bjet_btag_1, - str_bjet_p4_2, - str_bjet_btag_2 - } - ); - - - auto sb_reco = [](const int is_reco, - const int is_jjb, - const int is_jjbb, - const int is_jjjb, - const int is_jjjbb, - const ROOT::Math::PtEtaPhiMVector wlep_p4, - const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, - const float nonbjet_btag_1, - const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, - const float nonbjet_btag_2, - const ROOT::Math::PtEtaPhiMVector bjet_p4_1, - const float bjet_btag_1, - const ROOT::Math::PtEtaPhiMVector bjet_p4_2, - const float bjet_btag_2 - ){ - - auto sb_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); - - if (wlep_p4.Pt() < 0) - return sb_p4; - - if (!is_reco) - return sb_p4; - - if (is_jjb) { - sb_p4 = nonbjet_p4_1; + else if (is_jjjb) { // 3j1b + reco_vec[0] = wlep_p4 + bjet_p4_1; + reco_vec[1] = bjet_p4_1; + if (nonbjet_btag_1 > nonbjet_btag_2) + reco_vec[2] = nonbjet_p4_1; + else + reco_vec[2] = nonbjet_p4_2; } - else if (is_jjbb || is_jjjbb) { - + else if (is_jjjbb) { // 3j2b auto cand1_p4 = wlep_p4 + bjet_p4_1; auto cand2_p4 = wlep_p4 + bjet_p4_2; - - if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) - sb_p4 = bjet_p4_2; - else - sb_p4 = bjet_p4_1; - } - else if (is_jjjb) { - - if (nonbjet_btag_1 > nonbjet_btag_1) - sb_p4 = nonbjet_p4_1; - else - sb_p4 = nonbjet_p4_2; + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) { + reco_vec[0] = cand1_p4; + reco_vec[1] = bjet_p4_1; + reco_vec[2] = bjet_p4_2; + } + else { + reco_vec[0] = cand2_p4; + reco_vec[1] = bjet_p4_2; + reco_vec[2] = bjet_p4_1; + } } - return sb_p4; + return reco_vec; }; - auto df9 = df8.Define(str_sb_p4, - sb_reco, + + auto df7 = df6.Define(str_tmp_vec_name, + top_reco, {str_is_reco, str_is_jjb, str_is_jjbb, @@ -853,11 +761,28 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, } ); + auto df8 = df7.Define(str_top_p4, + [](const ROOT::RVec &vec) { + return vec[0]; + }, + {str_tmp_vec_name} + ); + auto df9 = df8.Define(str_tb_p4, + [](const ROOT::RVec &vec) { + return vec[1]; + }, + {str_tmp_vec_name} + ); + auto df10 = df9.Define(str_sb_p4, + [](const ROOT::RVec &vec) { + return vec[2]; + }, + {str_tmp_vec_name} + ); - - return df9; + return df10; } From e797a5a27606a900b0be2d2e0eaea4a94278d35e Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 27 Oct 2022 11:13:38 +0200 Subject: [PATCH 051/284] gimme mem --- src/topreco.cxx | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/topreco.cxx b/src/topreco.cxx index 141e4487..99db4dad 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -533,6 +533,9 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, Logger::get("wlep")->debug("complex debug point 8"); + delete gMinuit_plus; + delete gMinuit_minus; + } else { // two real solutions for pz nu From ddb08873fcc9f03b826489d37ce32294eb6ad929 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 27 Oct 2022 16:38:47 +0200 Subject: [PATCH 052/284] jes fix --- include/topreco.hxx | 1 + src/topreco.cxx | 11 +++++------ 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index f1a56c80..158d6c5f 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -93,6 +93,7 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, const std::string &str_is_jjbb, const std::string &str_is_jjjb, const std::string &str_is_jjjbb, + const std::string &str_reco_p4s, const std::string &str_top_p4, const std::string &str_tb_p4, const std::string &str_sb_p4 diff --git a/src/topreco.cxx b/src/topreco.cxx index 99db4dad..c4470787 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -618,13 +618,12 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, const std::string &str_is_jjbb, const std::string &str_is_jjjb, const std::string &str_is_jjjbb, + const std::string &str_reco_p4s, const std::string &str_top_p4, const std::string &str_tb_p4, const std::string &str_sb_p4 ) { - const std::string str_tmp_vec_name = "tmp_vec_p4"; - auto df2 = df.Define(str_is_jjb, [](const int n_nonbjets, const int n_bjets){ @@ -745,7 +744,7 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, }; - auto df7 = df6.Define(str_tmp_vec_name, + auto df7 = df6.Define(str_reco_p4, top_reco, {str_is_reco, str_is_jjb, @@ -768,21 +767,21 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, [](const ROOT::RVec &vec) { return vec[0]; }, - {str_tmp_vec_name} + {str_reco_p4} ); auto df9 = df8.Define(str_tb_p4, [](const ROOT::RVec &vec) { return vec[1]; }, - {str_tmp_vec_name} + {str_reco_p4} ); auto df10 = df9.Define(str_sb_p4, [](const ROOT::RVec &vec) { return vec[2]; }, - {str_tmp_vec_name} + {str_reco_p4} ); return df10; From 9f487ebc7273a7ea86e7df1e59c31dffb2c941e9 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 27 Oct 2022 16:45:56 +0200 Subject: [PATCH 053/284] yepp --- src/topreco.cxx | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/topreco.cxx b/src/topreco.cxx index c4470787..6c2f51f8 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -744,7 +744,7 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, }; - auto df7 = df6.Define(str_reco_p4, + auto df7 = df6.Define(str_reco_p4s, top_reco, {str_is_reco, str_is_jjb, @@ -767,21 +767,21 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, [](const ROOT::RVec &vec) { return vec[0]; }, - {str_reco_p4} + {str_reco_p4s} ); auto df9 = df8.Define(str_tb_p4, [](const ROOT::RVec &vec) { return vec[1]; }, - {str_reco_p4} + {str_reco_p4s} ); auto df10 = df9.Define(str_sb_p4, [](const ROOT::RVec &vec) { return vec[2]; }, - {str_reco_p4} + {str_reco_p4s} ); return df10; From 63dc9a0a8560ec98c76801e8faad58355fffe63f Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 2 Nov 2022 10:16:04 +0100 Subject: [PATCH 054/284] adding GenVector lib from ROOT --- CMakeLists.txt | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 5a6578b0..29b712df 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -90,7 +90,7 @@ message(STATUS "Creating Project") project(CROWN CXX) message(STATUS "Finding Packages") # Find ROOT and print details -find_package(ROOT 6.26 REQUIRED COMPONENTS ROOTVecOps ROOTDataFrame RooFit) +find_package(ROOT 6.26 REQUIRED COMPONENTS ROOTVecOps ROOTDataFrame RooFit GenVector) # add OpenMP and MPI find_package(OpenMP) find_package(MPI) @@ -214,7 +214,7 @@ function(install_correctionlib) endfunction() # Adding correctionlib for scale factor evaluation -# for now the official pip package has some problem +# for now the official pip package has some problem # in the future "find_python_package(correctionlib correctionlib X.X)" should hopefully work install_correctionlib() message(STATUS "Setting up correctionlib ...") @@ -285,13 +285,13 @@ endif() include_directories(${CMAKE_SOURCE_DIR}/src) include_directories(${CMAKE_SOURCE_DIR}/include) file(GLOB SOURCES_1 ${CMAKE_SOURCE_DIR}/src/*.cxx) -file(GLOB SOURCES_2 +file(GLOB SOURCES_2 ${CMAKE_SOURCE_DIR}/src/utility/*.cxx ${CMAKE_SOURCE_DIR}/src/RecoilCorrections/*.cxx) set(SOURCES ${SOURCES_1} ${SOURCES_2}) add_library(CROWNLIB SHARED ${SOURCES}) target_include_directories(CROWNLIB PRIVATE ${CMAKE_SOURCE_DIR} ${ROOT_INCLUDE_DIRS}) -target_link_libraries(CROWNLIB ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit logging correctionlib nlohmann_json::nlohmann_json) +target_link_libraries(CROWNLIB ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit ROOT::GenVector logging correctionlib nlohmann_json::nlohmann_json) # Iterate over files from output filelist and add build and install targets FILE(READ ${GENERATE_CPP_OUTPUT_FILELIST} FILELIST) @@ -324,7 +324,7 @@ foreach(FILENAME ${FILELIST}) add_executable(${TARGET_NAME} ${FULL_PATH} ${GENERATED_CXX_FILES}) # Adds a pre-build event to the Target copying the correctionlib.so file into the /lib folder in the install directory target_include_directories(${TARGET_NAME} PRIVATE ${CMAKE_SOURCE_DIR} ${ROOT_INCLUDE_DIRS} $ORIGIN/lib/ lib/) - target_link_libraries(${TARGET_NAME} ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit logging correctionlib nlohmann_json::nlohmann_json CROWNLIB) + target_link_libraries(${TARGET_NAME} ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit ROOT::GenVector logging correctionlib nlohmann_json::nlohmann_json CROWNLIB) add_custom_command(TARGET ${TARGET_NAME} PRE_BUILD COMMAND ${CMAKE_COMMAND} -E copy_if_different "${CORRECTION_LIB_PATH}" From 9a2f949d5ea753b03cea1222c94f5bf7d67ff24e Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 2 Nov 2022 10:20:00 +0100 Subject: [PATCH 055/284] additional vars for ML --- include/topreco.hxx | 46 ++++++- src/topreco.cxx | 316 +++++++++++++++++++++++++++++++++++++++++++- 2 files changed, 356 insertions(+), 6 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 158d6c5f..5842361a 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -5,8 +5,10 @@ #include "ROOT/RDataFrame.hxx" #include "ROOT/RVec.hxx" #include "TVector2.h" +#include #include #include +#include ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_loose_mu, @@ -19,16 +21,19 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_mu_eta, const std::string &str_mu_phi, const std::string &str_mu_mass, + const std::string &str_mu_charge, const std::string &str_el_pt, const std::string &str_el_eta, const std::string &str_el_phi, const std::string &str_el_mass, + const std::string &str_el_charge, const std::string &str_n_loose_lep, const std::string &str_n_tight_lep, const std::string &str_is_mu, const std::string &str_is_el, const std::string &str_is_iso, - const std::string &str_lep_p4 + const std::string &str_lep_p4, + const std::string &str_lep_charge ); ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, @@ -42,16 +47,19 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, const std::string &str_mu_eta, const std::string &str_mu_phi, const std::string &str_mu_mass, + const std::string &str_mu_charge, const std::string &str_el_pt, const std::string &str_el_eta, const std::string &str_el_phi, const std::string &str_el_mass, + const std::string &str_el_charge, const std::string &str_n_loose_lep, const std::string &str_n_antitight_lep, const std::string &str_is_mu, const std::string &str_is_el, const std::string &str_is_iso, - const std::string &str_lep_p4 + const std::string &str_lep_p4, + const std::string &str_lep_charge ); double rad_py(double x, double lep_px); @@ -100,4 +108,38 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, ); +ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, + const std::string &str_is_reco, + const std::string &str_lep_p4, + const std::string &str_met_p4, + const std::string &str_wlep_p4, + const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_bjet_p4_1, + const std::string &str_bjet_btag_1, + const std::string &str_bjet_p4_2, + const std::string &str_bjet_btag_2, + const std::string &str_top_p4, + const std::string &str_tb_p4, + const std::string &str_sb_p4, + const std::string &str_good_jetslowpt_mask, + const std::string &str_jet_pt, + const std::string &str_jet_eta, + const std::string &str_jet_phi, + const std::string &str_jet_mass, + const std::string &str_dphi_top_bjet1, + const std::string &str_deta_top_sb, + const std::string &str_dphi_bjet_bjet, + const std::string &str_deta_lep_bjet1, + const std::string &str_m_lep_bjet2, + const std::string &str_pt_bjet1_bjet2, + const std::string &str_costhetastar, + const std::string &str_sumht, + const std::string &str_wolfram, + const std::string &str_deta_topbjet2_bjet1 + ); + + #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index 6c2f51f8..38ce90bf 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -8,9 +8,12 @@ #include "ROOT/RDataFrame.hxx" #include "ROOT/RVec.hxx" #include "TVector2.h" +#include #include #include #include "TMinuit.h" +#include + const float W_MASS = 80.377; // PDG value as of 10/22 const float TOP_MASS = 172.5; // gen mass @@ -28,16 +31,19 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_mu_eta, const std::string &str_mu_phi, const std::string &str_mu_mass, + const std::string &str_mu_charge, const std::string &str_el_pt, const std::string &str_el_eta, const std::string &str_el_phi, const std::string &str_el_mass, + const std::string &str_el_charge, const std::string &str_n_loose_lep, const std::string &str_n_tight_lep, const std::string &str_is_mu, const std::string &str_is_el, const std::string &str_is_iso, - const std::string &str_lep_p4 + const std::string &str_lep_p4, + const std::string &str_lep_charge ) { auto df1 = df.Define(str_n_loose_lep, @@ -149,7 +155,59 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, {str_lep_p4} ); - return df7; + + auto lep_charge= [](const int is_mu, + const int is_el, + const ROOT::RVec &tight_muons_mask, + const ROOT::RVec &tight_electrons_mask, + const ROOT::RVec &mu_charge, + const ROOT::RVec &el_charge) { + + Logger::get("lep_charge")->debug("masks mu {}, el {}", + tight_muons_mask, tight_electrons_mask); + Logger::get("lep_charge")->debug("mask sizes mu {}, el {}", + tight_muons_mask.size(), tight_electrons_mask.size()); + Logger::get("lep_charge")->debug("max in mu {}, el {}", + ROOT::VecOps::Max(tight_muons_mask), ROOT::VecOps::Max(tight_electrons_mask)); + Logger::get("lep_charge")->debug("index of max in mu {}, el {}", + ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); + Logger::get("lep_charge")->debug("charges mu {}, el {}", + mu_charge, el_charge); + + int charge = -10; + + if ((is_mu + is_el) == 0) + return charge; + + if (is_mu) { + Logger::get("lep_charge")->debug("---> should reco mu..."); + charge = mu_charge.at(ROOT::VecOps::ArgMax(tight_muons_mask),-9); + } + else if (is_el) { + Logger::get("lep_charge")->debug("---> should reco el..."); + charge = el_charge.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-8); + } + else { + Logger::get("lep_charge")->debug("---> should something is wrong..."); + charge = -7; + } + + Logger::get("lep_charge")->debug("final charge: {}", charge); + return charge; + + }; + + + auto df8 = df7.Define(str_lep_charge, + lep_charge, + {str_is_mu, str_is_el, + str_tight_muons_mask, str_tight_electrons_mask, + str_mu_charge, + str_el_charge} + ); + + + return df8; } @@ -166,16 +224,19 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, const std::string &str_mu_eta, const std::string &str_mu_phi, const std::string &str_mu_mass, + const std::string &str_mu_charge, const std::string &str_el_pt, const std::string &str_el_eta, const std::string &str_el_phi, const std::string &str_el_mass, + const std::string &str_el_charge, const std::string &str_n_loose_lep, const std::string &str_n_antitight_lep, const std::string &str_is_mu, const std::string &str_is_el, const std::string &str_is_iso, - const std::string &str_lep_p4 + const std::string &str_lep_p4, + const std::string &str_lep_charge ) { auto df1 = df.Define(str_n_loose_lep, @@ -287,11 +348,51 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, {str_lep_p4} ); - return df7; + + auto lep_charge= [](const int is_mu, + const int is_el, + const ROOT::RVec &antitight_muons_mask, + const ROOT::RVec &antitight_electrons_mask, + const ROOT::RVec &mu_charge, + const ROOT::RVec &el_charge) { + + int charge = -10; + + if ((is_mu + is_el) == 0) + return charge; + + if (is_mu) { + charge = mu_charge.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-9); + } + else if (is_el) { + charge = el_charge.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-8); + } + else { + charge = -7; + } + + return charge; + + }; + + + auto df8 = df7.Define(str_lep_charge, + lep_charge, + {str_is_mu, str_is_el, + str_antitight_muons_mask, str_antitight_electrons_mask, + str_mu_charge, + str_el_charge} + ); + + + + return df8; } + + // helper function for minimizer constraint double rad_py(double x, double lep_px) { return W_MASS*W_MASS + 4*lep_px*x; @@ -789,4 +890,211 @@ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, +ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, + const std::string &str_is_reco, + const std::string &str_lep_p4, + const std::string &str_met_p4, + const std::string &str_wlep_p4, + const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_bjet_p4_1, + const std::string &str_bjet_btag_1, + const std::string &str_bjet_p4_2, + const std::string &str_bjet_btag_2, + const std::string &str_top_p4, + const std::string &str_tb_p4, + const std::string &str_sb_p4, + const std::string &str_good_jetslowpt_mask, + const std::string &str_jet_pt, + const std::string &str_jet_eta, + const std::string &str_jet_phi, + const std::string &str_jet_mass, + const std::string &str_dphi_top_bjet1, + const std::string &str_deta_top_sb, + const std::string &str_dphi_bjet_bjet, + const std::string &str_deta_lep_bjet1, + const std::string &str_m_lep_bjet2, + const std::string &str_pt_bjet1_bjet2, + const std::string &str_costhetastar, + const std::string &str_sumht, + const std::string &str_wolfram, + const std::string &str_deta_topbjet2_bjet1 + ) { + + auto df2 = df.Define(str_dphi_top_bjet1, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &top, + const ROOT::Math::PtEtaPhiMVector &b1) { + if (!reco) {return -10.0;} + return ROOT::Math::VectorUtil::DeltaPhi(top, b1); + }, + {str_is_reco, str_top_p4, str_bjet_p4_1} + ); + + auto df3 = df2.Define(str_deta_top_sb, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &top, + const ROOT::Math::PtEtaPhiMVector &sb) { + if (!reco) {return -10.0;} + return abs(top.Eta() - sb.Eta()); + }, + {str_is_reco, str_top_p4, str_sb_p4} + ); + + auto df4 = df3.Define(str_dphi_bjet_bjet, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &tb, + const ROOT::Math::PtEtaPhiMVector &sb) { + if (!reco) {return -10.0;} + return ROOT::Math::VectorUtil::DeltaPhi(tb, sb); + }, + {str_is_reco, str_tb_p4, str_sb_p4} + ); + + auto df5 = df4.Define(str_deta_lep_bjet1, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &lep, + const ROOT::Math::PtEtaPhiMVector &b1) { + if (!reco) {return -10.0;} + return abs(lep.Eta() - b1.Eta()); + }, + {str_is_reco, str_lep_p4, str_bjet_p4_1} + ); + + auto df6 = df5.Define(str_m_lep_bjet2, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &lep, + const ROOT::Math::PtEtaPhiMVector &b2) { + if (!reco) {return -10.0;} + return (lep + b2).M(); + }, + {str_is_reco, str_lep_p4, str_bjet_p4_2} + ); + + auto df7 = df6.Define(str_pt_bjet1_bjet2, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2) { + if (!reco) {return -10.0;} + return (b1 + b2).Pt(); + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2} + ); + + auto df8 = df7.Define(str_costhetastar, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &top, + const ROOT::Math::PtEtaPhiMVector &sb, + const ROOT::Math::PtEtaPhiMVector &lep) { + if (!reco) { + return -10.0;} + double costhetastar = 0; + + auto top_boost_vec = ROOT::Math::Cartesian3D(top.X()/top.T(), top.Y()/top.T(), top.Z()/top.T()); + ROOT::Math::Boost top_boost(top_boost_vec); + top_boost.Invert(); + ROOT::Math::PtEtaPhiMVector lep_boosted = top_boost(lep); + ROOT::Math::PtEtaPhiMVector sb_boosted = top_boost(sb); + costhetastar = lep_boosted.Vect().Dot(sb_boosted.Vect()) / sqrt(lep_boosted.Vect().Mag2()*sb_boosted.Vect().Mag2()); + + Logger::get("DNN_costhetastar")->debug("top_boost {} {} {}", top_boost_vec.X(), top_boost_vec.Y(), top_boost_vec.Z()); + Logger::get("DNN_costhetastar")->debug("sb boosted {} {} {} {}", sb_boosted.Pt(), sb_boosted.Eta(), sb_boosted.Phi(), sb_boosted.M()); + Logger::get("DNN_costhetastar")->debug("lep boosted {} {} {} {}", lep_boosted.Pt(), lep_boosted.Eta(), lep_boosted.Phi(), lep_boosted.M()); + Logger::get("DNN_costhetastar")->debug("costhetastar {}", costhetastar); + + return costhetastar; + }, + {str_is_reco, str_top_p4, str_sb_p4, str_lep_p4} + ); + + + auto df9 = df8.Define(str_sumht, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &lep, + const ROOT::Math::PtEtaPhiMVector &met) { + if (!reco) {return -10.0;} + return b1.Pt() + b2.Pt() + lep.Pt() + met.Pt(); + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_lep_p4, str_met_p4} + ); + + + auto df10 = df9.Define(str_wolfram, + [](const int reco, + const ROOT::RVec &jet_mask, + const ROOT::RVec &jet_pt, + const ROOT::RVec &jet_eta, + const ROOT::RVec &jet_phi, + const ROOT::RVec &jet_mass) { + if (!reco) {return -10.0;} + + Logger::get("DNN_wolfram")->debug("eval sum_e..."); + Logger::get("DNN_wolfram")->debug("jet mask {}", jet_mask); + + float sum_e = 0; + for (std::size_t index = 0; index < jet_pt.size(); index++) { + Logger::get("DNN_wolfram")->debug("checking jet {}", index); + if (jet_mask.at(index)) { + sum_e += (ROOT::Math::PtEtaPhiMVector(jet_pt.at(index,0), + jet_eta.at(index,0), + jet_phi.at(index,0), + jet_mass.at(index,0)) + ).E(); + Logger::get("DNN_wolfram")->debug("sum_e now {} after adding jet {}", sum_e, index); + + } + } + + Logger::get("DNN_wolfram")->debug("now momenta"); + + double h3 = 0; + + for (std::size_t index = 0; index < jet_pt.size(); index++) { + for (std::size_t index2 = index + 1; index2 < jet_pt.size(); index2++) { + if (jet_mask.at(index) && jet_mask.at(index2)) { + + auto jet_a = ROOT::Math::PtEtaPhiMVector(jet_pt[index],jet_eta[index],jet_phi[index],jet_mass[index]); + auto jet_b = ROOT::Math::PtEtaPhiMVector(jet_pt[index2],jet_eta[index2],jet_phi[index2],jet_mass[index2]); + + auto jet_aXYZT = ROOT::Math::XYZTVector(jet_a.X(),jet_a.Y(),jet_a.Z(),jet_a.T()); + auto jet_bXYZT = ROOT::Math::XYZTVector(jet_b.X(),jet_b.Y(),jet_b.Z(),jet_b.T()); + + float costh = ROOT::Math::VectorUtil::CosTheta(jet_aXYZT,jet_bXYZT); + float p3 = 0.5*(5.0*costh*costh - 3.0*costh); + float pipj = jet_aXYZT.P()*jet_bXYZT.P(); + + h3 += (pipj/(sum_e*sum_e))*p3; + + } + } + } + + return h3; + + }, + {str_is_reco, str_good_jetslowpt_mask, str_jet_pt, str_jet_eta, str_jet_phi, str_jet_mass} + ); + + auto df11 = df10.Define(str_deta_topbjet2_bjet1, + [](const int reco, + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &wlep) { + if (!reco) {return -10.0;} + return abs((b2 + wlep).Eta() - b1.Eta()); + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_wlep_p4} + ); + + + return df11; + + + +} + #endif /* GUARD_TOPRECO_H */ From 46a38c2896bc60509f1b7ccd1c0cfba4ac5af312 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 2 Nov 2022 11:01:52 +0100 Subject: [PATCH 056/284] fixes --- include/topreco.hxx | 12 ++++---- src/topreco.cxx | 68 ++++++++++++++++++++++----------------------- 2 files changed, 39 insertions(+), 41 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 5842361a..ef64ef1a 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -129,16 +129,16 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, const std::string &str_jet_eta, const std::string &str_jet_phi, const std::string &str_jet_mass, - const std::string &str_dphi_top_bjet1, + const std::string &str_dphi_top_tb, const std::string &str_deta_top_sb, - const std::string &str_dphi_bjet_bjet, - const std::string &str_deta_lep_bjet1, - const std::string &str_m_lep_bjet2, - const std::string &str_pt_bjet1_bjet2, + const std::string &str_dphi_tb_sb, + const std::string &str_deta_lep_tb, + const std::string &str_m_lep_sb, + const std::string &str_pt_tb_sb, const std::string &str_costhetastar, const std::string &str_sumht, const std::string &str_wolfram, - const std::string &str_deta_topbjet2_bjet1 + const std::string &str_deta_topsb_tb ); diff --git a/src/topreco.cxx b/src/topreco.cxx index 38ce90bf..e8fb373e 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -391,8 +391,6 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, - - // helper function for minimizer constraint double rad_py(double x, double lep_px) { return W_MASS*W_MASS + 4*lep_px*x; @@ -911,26 +909,26 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, const std::string &str_jet_eta, const std::string &str_jet_phi, const std::string &str_jet_mass, - const std::string &str_dphi_top_bjet1, + const std::string &str_dphi_top_tb, const std::string &str_deta_top_sb, - const std::string &str_dphi_bjet_bjet, - const std::string &str_deta_lep_bjet1, - const std::string &str_m_lep_bjet2, - const std::string &str_pt_bjet1_bjet2, + const std::string &str_dphi_tb_sb, + const std::string &str_deta_lep_tb, + const std::string &str_m_lep_sb, + const std::string &str_pt_tb_sb, const std::string &str_costhetastar, const std::string &str_sumht, const std::string &str_wolfram, - const std::string &str_deta_topbjet2_bjet1 + const std::string &str_deta_topsb_tb ) { - auto df2 = df.Define(str_dphi_top_bjet1, + auto df2 = df.Define(str_dphi_top_tb, [](const int reco, const ROOT::Math::PtEtaPhiMVector &top, - const ROOT::Math::PtEtaPhiMVector &b1) { + const ROOT::Math::PtEtaPhiMVector &tb) { if (!reco) {return -10.0;} - return ROOT::Math::VectorUtil::DeltaPhi(top, b1); + return ROOT::Math::VectorUtil::DeltaPhi(top, tb); }, - {str_is_reco, str_top_p4, str_bjet_p4_1} + {str_is_reco, str_top_p4, str_tb_p4} ); auto df3 = df2.Define(str_deta_top_sb, @@ -943,7 +941,7 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, {str_is_reco, str_top_p4, str_sb_p4} ); - auto df4 = df3.Define(str_dphi_bjet_bjet, + auto df4 = df3.Define(str_dphi_tb_sb, [](const int reco, const ROOT::Math::PtEtaPhiMVector &tb, const ROOT::Math::PtEtaPhiMVector &sb) { @@ -953,34 +951,34 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, {str_is_reco, str_tb_p4, str_sb_p4} ); - auto df5 = df4.Define(str_deta_lep_bjet1, + auto df5 = df4.Define(str_deta_lep_tb, [](const int reco, const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &b1) { + const ROOT::Math::PtEtaPhiMVector &tb) { if (!reco) {return -10.0;} - return abs(lep.Eta() - b1.Eta()); + return abs(lep.Eta() - tb.Eta()); }, - {str_is_reco, str_lep_p4, str_bjet_p4_1} + {str_is_reco, str_lep_p4, str_tb_p4} ); - auto df6 = df5.Define(str_m_lep_bjet2, + auto df6 = df5.Define(str_m_lep_sb, [](const int reco, const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &b2) { + const ROOT::Math::PtEtaPhiMVector &sb) { if (!reco) {return -10.0;} - return (lep + b2).M(); + return (lep + sb).M(); }, - {str_is_reco, str_lep_p4, str_bjet_p4_2} + {str_is_reco, str_lep_p4, str_sb_p4} ); - auto df7 = df6.Define(str_pt_bjet1_bjet2, + auto df7 = df6.Define(str_pt_tb_sb, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2) { + const ROOT::Math::PtEtaPhiMVector &tb, + const ROOT::Math::PtEtaPhiMVector &sb) { if (!reco) {return -10.0;} - return (b1 + b2).Pt(); + return (tb + sb).Pt(); }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2} + {str_is_reco, str_tb_p4, str_sb_p4} ); auto df8 = df7.Define(str_costhetastar, @@ -1012,14 +1010,14 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, auto df9 = df8.Define(str_sumht, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &tb, + const ROOT::Math::PtEtaPhiMVector &sb, const ROOT::Math::PtEtaPhiMVector &lep, const ROOT::Math::PtEtaPhiMVector &met) { if (!reco) {return -10.0;} - return b1.Pt() + b2.Pt() + lep.Pt() + met.Pt(); + return tb.Pt() + sb.Pt() + lep.Pt() + met.Pt(); }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_lep_p4, str_met_p4} + {str_is_reco, str_tb_p4, str_sb_p4, str_lep_p4, str_met_p4} ); @@ -1079,15 +1077,15 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, {str_is_reco, str_good_jetslowpt_mask, str_jet_pt, str_jet_eta, str_jet_phi, str_jet_mass} ); - auto df11 = df10.Define(str_deta_topbjet2_bjet1, + auto df11 = df10.Define(str_deta_topsb_tb, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &tb, + const ROOT::Math::PtEtaPhiMVector &sb, const ROOT::Math::PtEtaPhiMVector &wlep) { if (!reco) {return -10.0;} - return abs((b2 + wlep).Eta() - b1.Eta()); + return abs((sb + wlep).Eta() - tb.Eta()); }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_wlep_p4} + {str_is_reco, str_tb_p4, str_sb_p4, str_wlep_p4} ); From 53d3c36d6d38c0d77d32bc47ab4a16f22283785e Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 2 Nov 2022 14:33:20 +0100 Subject: [PATCH 057/284] merging scopes --- include/topreco.hxx | 31 +--- src/topreco.cxx | 336 ++++++++++++++------------------------------ 2 files changed, 111 insertions(+), 256 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index ef64ef1a..90df7465 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -17,6 +17,10 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_tight_el, const std::string &str_tight_muons_mask, const std::string &str_tight_electrons_mask, + const std::string &str_n_antitight_mu, + const std::string &str_n_antitight_el, + const std::string &str_antitight_muons_mask, + const std::string &str_antitight_electrons_mask, const std::string &str_mu_pt, const std::string &str_mu_eta, const std::string &str_mu_phi, @@ -29,6 +33,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_el_charge, const std::string &str_n_loose_lep, const std::string &str_n_tight_lep, + const std::string &str_n_antitight_lep, const std::string &str_is_mu, const std::string &str_is_el, const std::string &str_is_iso, @@ -36,32 +41,6 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_lep_charge ); -ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, - const std::string &str_n_loose_mu, - const std::string &str_n_loose_el, - const std::string &str_n_antitight_mu, - const std::string &str_n_antitight_el, - const std::string &str_antitight_muons_mask, - const std::string &str_antitight_electrons_mask, - const std::string &str_mu_pt, - const std::string &str_mu_eta, - const std::string &str_mu_phi, - const std::string &str_mu_mass, - const std::string &str_mu_charge, - const std::string &str_el_pt, - const std::string &str_el_eta, - const std::string &str_el_phi, - const std::string &str_el_mass, - const std::string &str_el_charge, - const std::string &str_n_loose_lep, - const std::string &str_n_antitight_lep, - const std::string &str_is_mu, - const std::string &str_is_el, - const std::string &str_is_iso, - const std::string &str_lep_p4, - const std::string &str_lep_charge - ); - double rad_py(double x, double lep_px); double min_fplus(double *par); double min_fminus(double *par); diff --git a/src/topreco.cxx b/src/topreco.cxx index e8fb373e..7ab391a4 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -27,6 +27,10 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_tight_el, const std::string &str_tight_muons_mask, const std::string &str_tight_electrons_mask, + const std::string &str_n_antitight_mu, + const std::string &str_n_antitight_el, + const std::string &str_antitight_muons_mask, + const std::string &str_antitight_electrons_mask, const std::string &str_mu_pt, const std::string &str_mu_eta, const std::string &str_mu_phi, @@ -39,6 +43,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_el_charge, const std::string &str_n_loose_lep, const std::string &str_n_tight_lep, + const std::string &str_n_antitight_lep, const std::string &str_is_mu, const std::string &str_is_el, const std::string &str_is_iso, @@ -46,6 +51,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_lep_charge ) { + auto df1 = df.Define(str_n_loose_lep, [](const int &n_loose_mu, const int &n_loose_el) { @@ -66,220 +72,66 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, {str_n_tight_mu, str_n_tight_el} ); + auto df3 = df2.Define(str_n_antitight_lep, + [](const int &n_antitight_mu, + const int &n_antitight_el) { + Logger::get("lepsel")->debug("size of n_antitight_mu and n_antitight_el: {} {}", + n_antitight_mu, n_antitight_el); + return n_antitight_mu + n_antitight_el; + }, + {str_n_antitight_mu, str_n_antitight_el} + ); - auto df4 = df2.Define(str_is_mu, + auto df4 = df3.Define(str_is_mu, [](const int &n_tight_mu, + const int &n_antitight_mu, const int &n_loose_lep, - const int &n_tight_lep) { - return int((n_tight_mu == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)); + const int &n_tight_lep, + const int &n_antitight_lep) { + return int(((n_tight_mu == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)) || ((n_antitight_mu == 1) && (n_loose_lep == 0) && (n_antitight_lep == 1))); }, - {str_n_tight_mu, str_n_loose_lep, str_n_tight_lep} + {str_n_tight_mu, str_n_antitight_mu, str_n_loose_lep, str_n_tight_lep, str_n_antitight_lep} ); auto df5 = df4.Define(str_is_el, [](const int &n_tight_el, + const int &n_antitight_el, const int &n_loose_lep, - const int &n_tight_lep) { - return int((n_tight_el == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)); + const int &n_tight_lep, + const int &n_antitight_lep) { + return int(((n_tight_el == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)) || ((n_antitight_el == 1 )&& (n_loose_lep == 0) && (n_antitight_lep == 1))); }, - {str_n_tight_el, str_n_loose_lep, str_n_tight_lep} + {str_n_tight_el, str_n_antitight_el, str_n_loose_lep, str_n_tight_lep, str_n_antitight_lep} ); - auto lep_p4 = [](const int is_mu, - const int is_el, - const ROOT::RVec &tight_muons_mask, - const ROOT::RVec &tight_electrons_mask, - const ROOT::RVec &mu_pt, - const ROOT::RVec &mu_eta, - const ROOT::RVec &mu_phi, - const ROOT::RVec &mu_mass, - const ROOT::RVec &el_pt, - const ROOT::RVec &el_eta, - const ROOT::RVec &el_phi, - const ROOT::RVec &el_mass) { - Logger::get("lep_p4")->debug("masks mu {}, el {}", - tight_muons_mask, tight_electrons_mask); - Logger::get("lep_p4")->debug("mask sizes mu {}, el {}", - tight_muons_mask.size(), tight_electrons_mask.size()); - Logger::get("lep_p4")->debug("max in mu {}, el {}", - ROOT::VecOps::Max(tight_muons_mask), ROOT::VecOps::Max(tight_electrons_mask)); - Logger::get("lep_p4")->debug("index of max in mu {}, el {}", - ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); - - auto lep = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); - - if ((is_mu + is_el) == 0) - return lep; + auto is_iso = [](const int &is_mu, + const int &is_el, + const int &n_tight_lep, + const int &n_antitight_lep){ - if (is_mu) { - Logger::get("lep_p4")->debug("---> should reco mu..."); - lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(tight_muons_mask),2), - mu_eta.at(ROOT::VecOps::ArgMax(tight_muons_mask),2), - mu_phi.at(ROOT::VecOps::ArgMax(tight_muons_mask),2), - mu_mass.at(ROOT::VecOps::ArgMax(tight_muons_mask),2)); - } - else if (is_el) { - Logger::get("lep_p4")->debug("---> should reco el..."); - lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3), - el_eta.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3), - el_phi.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3), - el_mass.at(ROOT::VecOps::ArgMax(tight_electrons_mask),3)); - } - else { - lep = ROOT::Math::PtEtaPhiMVector(1,1,1,1); + if (is_mu || is_el) { + if (n_tight_lep == 1) + return +1; + if (n_antitight_lep == 1) + return -1; } - Logger::get("final_lep")->debug("building p4 from lepton with {} {} {} {}", - lep.Pt(), lep.Eta(), lep.Phi(), lep.M()); - - return lep; - + return 0; }; - auto df6 = df5.Define(str_lep_p4, - lep_p4, - {str_is_mu, str_is_el, - str_tight_muons_mask, str_tight_electrons_mask, - str_mu_pt, str_mu_eta, str_mu_phi, str_mu_mass, - str_el_pt, str_el_eta, str_el_phi, str_el_mass} - ); - - - auto is_iso = [](const ROOT::Math::PtEtaPhiMVector lep_p4){ - return int(lep_p4.Pt() > 0); - }; - - auto df7 = df6.Define(str_is_iso, + auto df6 = df5.Define(str_is_iso, is_iso, - {str_lep_p4} - ); - - - auto lep_charge= [](const int is_mu, - const int is_el, - const ROOT::RVec &tight_muons_mask, - const ROOT::RVec &tight_electrons_mask, - const ROOT::RVec &mu_charge, - const ROOT::RVec &el_charge) { - - Logger::get("lep_charge")->debug("masks mu {}, el {}", - tight_muons_mask, tight_electrons_mask); - Logger::get("lep_charge")->debug("mask sizes mu {}, el {}", - tight_muons_mask.size(), tight_electrons_mask.size()); - Logger::get("lep_charge")->debug("max in mu {}, el {}", - ROOT::VecOps::Max(tight_muons_mask), ROOT::VecOps::Max(tight_electrons_mask)); - Logger::get("lep_charge")->debug("index of max in mu {}, el {}", - ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); - Logger::get("lep_charge")->debug("charges mu {}, el {}", - mu_charge, el_charge); - - int charge = -10; - - if ((is_mu + is_el) == 0) - return charge; - - if (is_mu) { - Logger::get("lep_charge")->debug("---> should reco mu..."); - charge = mu_charge.at(ROOT::VecOps::ArgMax(tight_muons_mask),-9); - } - else if (is_el) { - Logger::get("lep_charge")->debug("---> should reco el..."); - charge = el_charge.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-8); - } - else { - Logger::get("lep_charge")->debug("---> should something is wrong..."); - charge = -7; - } - - Logger::get("lep_charge")->debug("final charge: {}", charge); - return charge; - - }; - - - auto df8 = df7.Define(str_lep_charge, - lep_charge, {str_is_mu, str_is_el, - str_tight_muons_mask, str_tight_electrons_mask, - str_mu_charge, - str_el_charge} + str_n_tight_lep, str_n_antitight_lep} ); - return df8; -} - - - - -ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, - const std::string &str_n_loose_mu, - const std::string &str_n_loose_el, - const std::string &str_n_antitight_mu, - const std::string &str_n_antitight_el, - const std::string &str_antitight_muons_mask, - const std::string &str_antitight_electrons_mask, - const std::string &str_mu_pt, - const std::string &str_mu_eta, - const std::string &str_mu_phi, - const std::string &str_mu_mass, - const std::string &str_mu_charge, - const std::string &str_el_pt, - const std::string &str_el_eta, - const std::string &str_el_phi, - const std::string &str_el_mass, - const std::string &str_el_charge, - const std::string &str_n_loose_lep, - const std::string &str_n_antitight_lep, - const std::string &str_is_mu, - const std::string &str_is_el, - const std::string &str_is_iso, - const std::string &str_lep_p4, - const std::string &str_lep_charge - ) { - - auto df1 = df.Define(str_n_loose_lep, - [](const int &n_loose_mu, - const int &n_loose_el) { - Logger::get("lepsel")->debug("size of n_loose_mu and n_loose_el: {} {}", - n_loose_mu, n_loose_el); - return n_loose_mu + n_loose_el; - }, - {str_n_loose_mu, str_n_loose_el} - ); - - auto df2 = df1.Define(str_n_antitight_lep, - [](const int &n_antitight_mu, - const int &n_antitight_el) { - Logger::get("lepsel")->debug("size of n_antitight_mu and n_antitight_el: {} {}", - n_antitight_mu, n_antitight_el); - return n_antitight_mu + n_antitight_el; - }, - {str_n_antitight_mu, str_n_antitight_el} - ); - - - auto df4 = df2.Define(str_is_mu, - [](const int &n_antitight_mu, - const int &n_loose_lep, - const int &n_antitight_lep) { - return int((n_antitight_mu == 1) && (n_loose_lep == 0) && (n_antitight_lep == 1)); - }, - {str_n_antitight_mu, str_n_loose_lep, str_n_antitight_lep} - ); - - auto df5 = df4.Define(str_is_el, - [](const int &n_antitight_el, - const int &n_loose_lep, - const int &n_antitight_lep) { - return int((n_antitight_el == 1 )&& (n_loose_lep == 0) && (n_antitight_lep == 1)); - }, - {str_n_antitight_el, str_n_loose_lep, str_n_antitight_lep} - ); - auto lep_p4 = [](const int is_mu, const int is_el, + const int is_iso, + const ROOT::RVec &tight_muons_mask, + const ROOT::RVec &tight_electrons_mask, const ROOT::RVec &antitight_muons_mask, const ROOT::RVec &antitight_electrons_mask, const ROOT::RVec &mu_pt, @@ -292,35 +144,53 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, const ROOT::RVec &el_mass) { Logger::get("lep_p4")->debug("masks mu {}, el {}", - antitight_muons_mask, antitight_electrons_mask); + tight_muons_mask, tight_electrons_mask); Logger::get("lep_p4")->debug("mask sizes mu {}, el {}", - antitight_muons_mask.size(), antitight_electrons_mask.size()); + tight_muons_mask.size(), tight_electrons_mask.size()); Logger::get("lep_p4")->debug("max in mu {}, el {}", - ROOT::VecOps::Max(antitight_muons_mask), ROOT::VecOps::Max(antitight_electrons_mask)); + ROOT::VecOps::Max(tight_muons_mask), ROOT::VecOps::Max(tight_electrons_mask)); Logger::get("lep_p4")->debug("index of max in mu {}, el {}", - ROOT::VecOps::ArgMax(antitight_muons_mask), ROOT::VecOps::ArgMax(antitight_electrons_mask)); + ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); auto lep = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); - if ((is_mu + is_el) == 0) + if (is_iso == 0) { return lep; - - if (is_mu) { - Logger::get("lep_p4")->debug("---> should reco mu..."); - lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2), - mu_eta.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2), - mu_phi.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2), - mu_mass.at(ROOT::VecOps::ArgMax(antitight_muons_mask),2)); } - else if (is_el) { - Logger::get("lep_p4")->debug("---> should reco el..."); - lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3), - el_eta.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3), - el_phi.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3), - el_mass.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),3)); + else if (is_iso == +1) { + if (is_mu) { + Logger::get("lep_p4")->debug("---> should reco iso mu..."); + lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2), + mu_eta.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2), + mu_phi.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2), + mu_mass.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2)); + } + else if (is_el) { + Logger::get("lep_p4")->debug("---> should reco iso el..."); + lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3), + el_eta.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3), + el_phi.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3), + el_mass.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3)); + } + } + else if (is_iso == -1) { + if (is_mu) { + Logger::get("lep_p4")->debug("---> should reco antiiso mu..."); + lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4), + mu_eta.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4), + mu_phi.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4), + mu_mass.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4)); + } + else if (is_el) { + Logger::get("lep_p4")->debug("---> should reco antiiso el..."); + lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5), + el_eta.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5), + el_phi.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5), + el_mass.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5)); + } } else { - lep = ROOT::Math::PtEtaPhiMVector(1,1,1,1); + lep = ROOT::Math::PtEtaPhiMVector(-6,-6,-6,-6); } Logger::get("final_lep")->debug("building p4 from lepton with {} {} {} {}", @@ -330,27 +200,22 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, }; - auto df6 = df5.Define(str_lep_p4, + auto df7 = df6.Define(str_lep_p4, lep_p4, - {str_is_mu, str_is_el, + {str_is_mu, str_is_el, str_is_iso, + str_tight_muons_mask, str_tight_electrons_mask, str_antitight_muons_mask, str_antitight_electrons_mask, str_mu_pt, str_mu_eta, str_mu_phi, str_mu_mass, str_el_pt, str_el_eta, str_el_phi, str_el_mass} ); - auto is_antiiso = [](const ROOT::Math::PtEtaPhiMVector lep_p4){ - return int(lep_p4.Pt() > 0)*(-1); - }; - - auto df7 = df6.Define(str_is_iso, - is_antiiso, - {str_lep_p4} - ); - auto lep_charge= [](const int is_mu, const int is_el, + const int is_iso, + const ROOT::RVec &tight_muons_mask, + const ROOT::RVec &tight_electrons_mask, const ROOT::RVec &antitight_muons_mask, const ROOT::RVec &antitight_electrons_mask, const ROOT::RVec &mu_charge, @@ -358,39 +223,50 @@ ROOT::RDF::RNode AntiLeptonSelection(ROOT::RDF::RNode df, int charge = -10; - if ((is_mu + is_el) == 0) + if (is_iso == 0) { return charge; - - if (is_mu) { - charge = mu_charge.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-9); - } - else if (is_el) { - charge = el_charge.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-8); + } + else if (is_iso == +1) { + if (is_mu) { + charge = mu_charge.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2); + } + else if (is_el) { + charge = el_charge.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3); + } + } + else if (is_iso == -1) { + if (is_mu) { + charge = mu_charge.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4); + } + else if (is_el) { + charge = el_charge.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5); + } } else { - charge = -7; + charge = -6; } return charge; - }; auto df8 = df7.Define(str_lep_charge, lep_charge, - {str_is_mu, str_is_el, + {str_is_mu, str_is_el, str_is_iso, + str_tight_muons_mask, str_tight_electrons_mask, str_antitight_muons_mask, str_antitight_electrons_mask, str_mu_charge, str_el_charge} ); - return df8; } + + // helper function for minimizer constraint double rad_py(double x, double lep_px) { return W_MASS*W_MASS + 4*lep_px*x; From cf63d9e93f781acdc4fae0f201096f09d5de7607 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 10 Nov 2022 10:06:10 +0100 Subject: [PATCH 058/284] muon sf files for very tight iso --- ...sedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin 0 -> 31334 bytes ...ghtRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin 0 -> 32341 bytes ...sedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin 0 -> 31328 bytes ...ghtRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin 0 -> 32368 bytes ...sedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin 0 -> 29626 bytes ...ghtRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin 0 -> 32302 bytes ...sedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin 0 -> 29647 bytes ...ghtRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin 0 -> 32310 bytes 8 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/muon_corrections/2016postVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root create mode 100644 data/muon_corrections/2016postVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root create mode 100644 data/muon_corrections/2016preVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root create mode 100644 data/muon_corrections/2016preVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root create mode 100644 data/muon_corrections/2017_UL/NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root create mode 100644 data/muon_corrections/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root create mode 100644 data/muon_corrections/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root create mode 100644 data/muon_corrections/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git 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zr3LQ8WpF7N#jd|A-zSivs+}9~LBU(Q^%D7XAH?B=Bnf#qK|Xm2@q8cT;pD&i$xDb| zfgW+P|KENP5#kblkSD<)%#I)FDIDkd&>!Vd4TwASgH7{CT+xp?Kpk=Ke&Dgyh^zad zryHN&)*o)@En?+<~FUv2H(db2eh(e!K==#6|shEt80g`Vm{y5b^cH zb_OAq>__P#K`he`Rk@E?njfdO`+RYJn1Wiw^864*mx$~5A!^s5+t|;J@2+LzFgn^Skmz1O6XWg^X?h literal 0 HcmV?d00001 From 5028a30b3283a373e9a0c9b7b81e77e4ce5b8142 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 10 Nov 2022 10:56:49 +0100 Subject: [PATCH 059/284] adding analysis to init script --- init.sh | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/init.sh b/init.sh index f12a8c58..8369dda7 100644 --- a/init.sh +++ b/init.sh @@ -61,5 +61,9 @@ else elif [[ "$1" == "whtautau" && ! -d "${SCRIPT_DIR}/analysis_configurations/whtautau" ]]; then echo "Cloning analysis whtautau into ${SCRIPT_DIR}/analysis_configurations/whtautau" git clone git@github.com:KIT-CMS/WHTauTauAnalysis-CROWN.git ${SCRIPT_DIR}/analysis_configurations/whtautau + elif [[ "$1" == "s" && ! -d "${SCRIPT_DIR}/analysis_configurations/s" ]] + then + echo "Cloning analysis s-channel into ${SCRIPT_DIR}/analysis_configurations/s" + git clone git@github.com:nfaltermann/CROWNs.git ${SCRIPT_DIR}/analysis_configurations/s fi fi From cb427cdc425afe0d98c7caa491a4cdd26ae89651 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 10 Nov 2022 11:06:36 +0100 Subject: [PATCH 060/284] lep sf producer --- include/topreco.hxx | 21 ++++++++++ src/topreco.cxx | 99 ++++++++++++++++++++++++++++++++++++++++++++- 2 files changed, 119 insertions(+), 1 deletion(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 90df7465..f12f7c3b 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -121,4 +121,25 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, ); + +ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, + const std::string &str_lep_pt, + const std::string &str_lep_eta, + const std::string &str_lep_is_mu, + const std::string &str_lep_is_el, + const std::string &str_lep_is_iso, + const std::string &str_lep_sf_mu_id_nom, + const std::string &str_lep_sf_mu_id_up, + const std::string &str_lep_sf_mu_id_down, + const std::string &sf_era, + const std::string & muon_trigger_sf_file, + const std::string & muon_trigger_sf_hist_name, + const std::string & muon_iso_sf_file, + const std::string & muon_iso_sf_hist_name, + const std::string &mu_sf_file, + const std::string &mu_idAlgorithm + ); + + + #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index 7ab391a4..49e6de5f 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -13,7 +13,7 @@ #include #include "TMinuit.h" #include - +#include "correction.h" const float W_MASS = 80.377; // PDG value as of 10/22 const float TOP_MASS = 172.5; // gen mass @@ -971,4 +971,101 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, } + + + + +ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, + const std::string &str_lep_pt, + const std::string &str_lep_eta, + const std::string &str_lep_is_mu, + const std::string &str_lep_is_el, + const std::string &str_lep_is_iso, + const std::string &str_lep_sf_mu_id_nom, + const std::string &str_lep_sf_mu_id_up, + const std::string &str_lep_sf_mu_id_down, + const std::string &sf_era, + const std::string & muon_trigger_sf_file, + const std::string & muon_trigger_sf_hist_name, + const std::string & muon_iso_sf_file, + const std::string & muon_iso_sf_hist_name, + const std::string &mu_sf_file, + const std::string &mu_idAlgorithm + ) { + + + + Logger::get("lepsf_muonIdSF")->debug("Setting up functions for muon id sf"); + Logger::get("lepsf_muonIdSF")->debug("ID - File {}", mu_sf_file); + Logger::get("lepsf_muonIdSF")->debug("ID - Name {}", mu_idAlgorithm); + Logger::get("lepsf_muonIdSF")->debug("ID - Era {}", sf_era); + auto evaluator_mu_id = correction::CorrectionSet::from_file(mu_sf_file)->at(mu_idAlgorithm); + + auto mu_id_nom = [evaluator_mu_id, sf_era](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + Logger::get("lepsf_muonIdSF")->debug("ID - pt {}, eta {}", pt, eta); + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "sf"}); + return sf; + }; + + auto mu_id_up = [evaluator_mu_id, sf_era](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "systup"}); + return sf; + }; + + auto mu_id_down = [evaluator_mu_id, sf_era](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "systdown"}); + return sf; + }; + + + + auto df2 = df.Define(str_lep_sf_mu_id_nom, + mu_id_nom, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df3 = df2.Define(str_lep_sf_mu_id_up, + mu_id_up, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df4 = df3.Define(str_lep_sf_mu_id_down, + mu_id_down, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + + + auto df_final = df4; + + return df_final; + + + +} + + + + #endif /* GUARD_TOPRECO_H */ From 6b461ad2f03652e16dbb277d1e3f49017d96d808 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 14 Nov 2022 16:19:53 +0100 Subject: [PATCH 061/284] adding custom muon trigger and iso SFs as correctionlib files --- .../trigger_iso_2016postVFP_UL.json.gz | Bin 0 -> 875 bytes .../trigger_iso_2016preVFP_UL.json.gz | Bin 0 -> 874 bytes .../2017_UL/trigger_iso_2017_UL.json.gz | Bin 0 -> 859 bytes .../2018_UL/trigger_iso_2018_UL.json.gz | Bin 0 -> 859 bytes .../convert_hist_to_corrlib.py | 72 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zB#S51lWo!{2jy%OWZ|P`Ay&xEy@*D&vx2`wl9CeqhpQt}W@Cl3Bot9KBN*TwQlQbS zYIzVfyQ*X>RTI%t%t;-es9K_;O2){;B~^_rvs*+C$u!mH#WRl2MFmxl8ul3{;Z&G& z;;9xyVk#k#@>E_HLw%--a;6M{a3-2*xcaK4l<`D3nPS&{c Date: Mon, 14 Nov 2022 16:21:00 +0100 Subject: [PATCH 062/284] adding code for muon SFs --- include/topreco.hxx | 21 +++-- src/topreco.cxx | 208 +++++++++++++++++++++++++++++++++++++++++--- 2 files changed, 210 insertions(+), 19 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index f12f7c3b..35ba21fa 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -128,18 +128,27 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_is_mu, const std::string &str_lep_is_el, const std::string &str_lep_is_iso, + const std::string &str_lep_sf_mu_trigger_nom, + const std::string &str_lep_sf_mu_trigger_up, + const std::string &str_lep_sf_mu_trigger_down, + const std::string &str_lep_sf_mu_iso_nom, + const std::string &str_lep_sf_mu_iso_up, + const std::string &str_lep_sf_mu_iso_down, const std::string &str_lep_sf_mu_id_nom, const std::string &str_lep_sf_mu_id_up, const std::string &str_lep_sf_mu_id_down, const std::string &sf_era, - const std::string & muon_trigger_sf_file, - const std::string & muon_trigger_sf_hist_name, - const std::string & muon_iso_sf_file, - const std::string & muon_iso_sf_hist_name, + const std::string &mu_trigger_sf_file, + const std::string &mu_trigger_sf_file_syst, + const std::string &mu_trigger_sf_name, + const std::string &mu_trigger_sf_name_syst, + const std::string &mu_iso_sf_file, + const std::string &mu_iso_sf_file_syst, + const std::string &mu_iso_sf_name, + const std::string &mu_iso_sf_name_syst, const std::string &mu_sf_file, - const std::string &mu_idAlgorithm + const std::string &mu_id_sf_name ); - #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index 49e6de5f..707a4360 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -975,31 +975,185 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, +void sf_from_root_file(TH2D* h, int nbinsx, int nbinsy, float pt, float eta, int var, double* sf) { +// double sf_from_root_file(TH2D *h,float pt, float eta, int var, int nbinsx, int nbinsy, int ymax) { + + Logger::get("trigger_func")->debug("complex debug point 1"); + + Logger::get("trigger_func")->debug("hist bins {} {}", h->GetXaxis()->GetNbins(), h->GetYaxis()->GetNbins()); + + + int xbin_index = h->GetXaxis()->FindBin(eta); + int ybin_index = h->GetYaxis()->FindBin(pt); + + // int ybin_max_index = h->GetYaxis()->FindBin(ymax); + Logger::get("trigger_func")->debug("complex debug point 2"); + + if(xbin_index > nbinsx) xbin_index = nbinsx; + if(ybin_index > nbinsy) ybin_index = nbinsy; + // if(ybin_max_index>nbinsy) ybin_max_index=nbinsy; + Logger::get("trigger_func")->debug("complex debug point 3"); + + if(xbin_index == 0) xbin_index = 1; + if(ybin_index == 0) ybin_index = 1; + + // int bin_index; + Logger::get("trigger_func")->debug("complex debug point 4"); + + const int bin_index = h->GetBin(xbin_index, ybin_index, 0); + // const int bin_max_index = h->GetBin(xbin_index,ybin_max_index,0); + Logger::get("trigger_func")->debug("complex debug point 5"); + + *sf = 1.; + + Logger::get("trigger_func")->debug("complex debug point 6"); + + if (var == 0) + *sf = h->GetBinContent(bin_index); + if (var == +1) + *sf = h->GetBinContent(bin_index) + h->GetBinError(bin_index); + if (var == -1) + *sf = h->GetBinContent(bin_index) - h->GetBinError(bin_index); +} + ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_pt, const std::string &str_lep_eta, const std::string &str_lep_is_mu, const std::string &str_lep_is_el, const std::string &str_lep_is_iso, + const std::string &str_lep_sf_mu_trigger_nom, + const std::string &str_lep_sf_mu_trigger_up, + const std::string &str_lep_sf_mu_trigger_down, + const std::string &str_lep_sf_mu_iso_nom, + const std::string &str_lep_sf_mu_iso_up, + const std::string &str_lep_sf_mu_iso_down, const std::string &str_lep_sf_mu_id_nom, const std::string &str_lep_sf_mu_id_up, const std::string &str_lep_sf_mu_id_down, const std::string &sf_era, - const std::string & muon_trigger_sf_file, - const std::string & muon_trigger_sf_hist_name, - const std::string & muon_iso_sf_file, - const std::string & muon_iso_sf_hist_name, + const std::string &mu_trigger_sf_file, + const std::string &mu_trigger_sf_file_syst, + const std::string &mu_trigger_sf_name, + const std::string &mu_trigger_sf_name_syst, + const std::string &mu_iso_sf_file, + const std::string &mu_iso_sf_file_syst, + const std::string &mu_iso_sf_name, + const std::string &mu_iso_sf_name_syst, const std::string &mu_sf_file, - const std::string &mu_idAlgorithm + const std::string &mu_id_sf_name ) { + Logger::get("lepsf_muonTriggerSF")->debug("Setting up functions for muon iso sf"); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger - File {}", mu_trigger_sf_file); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger - Name {}", mu_trigger_sf_name); + auto evaluator_mu_trigger = correction::CorrectionSet::from_file(mu_trigger_sf_file)->at(mu_trigger_sf_name); + auto mu_trigger_nom = [evaluator_mu_trigger](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + Logger::get("lepsf_muonTriggerSF")->debug("Muon - pt {}, eta {}", pt, eta); + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger - sf {}", sf); + return sf; + + }; + Logger::get("lepsf_muonTriggerSF")->debug("Trigger syst - File {}", mu_trigger_sf_file_syst); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger syst - Name {}", mu_trigger_sf_name_syst); + auto evaluator_mu_trigger_syst = correction::CorrectionSet::from_file(mu_trigger_sf_file_syst)->at(mu_trigger_sf_name_syst); + auto mu_trigger_up = [evaluator_mu_trigger, evaluator_mu_trigger_syst](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) + evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger up - sf {}", sf); + return sf; + }; + auto mu_trigger_down = [evaluator_mu_trigger, evaluator_mu_trigger_syst](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) - evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger down - sf {}", sf); + return sf; + }; + + + Logger::get("lepsf_muonIsoSF")->debug("Setting up functions for muon iso sf"); + Logger::get("lepsf_muonIsoSF")->debug("ISO - File {}", mu_iso_sf_file); + Logger::get("lepsf_muonIsoSF")->debug("ISO - Name {}", mu_iso_sf_name); + auto evaluator_mu_iso = correction::CorrectionSet::from_file(mu_iso_sf_file)->at(mu_iso_sf_name); + auto mu_iso_nom = [evaluator_mu_iso](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonIsoSF")->debug("Iso - sf {}", sf); + return sf; + + }; + Logger::get("lepsf_muonisoSF")->debug("iso syst - File {}", mu_iso_sf_file_syst); + Logger::get("lepsf_muonisoSF")->debug("iso syst - Name {}", mu_iso_sf_name_syst); + auto evaluator_mu_iso_syst = correction::CorrectionSet::from_file(mu_iso_sf_file_syst)->at(mu_iso_sf_name_syst); + auto mu_iso_up = [evaluator_mu_iso, evaluator_mu_iso_syst](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) + evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonIsoSF")->debug("Iso up - sf {}", sf); + return sf; + }; + auto mu_iso_down = [evaluator_mu_iso, evaluator_mu_iso_syst](const float &pt, + const float &eta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_mu == 0 || is_iso != +1)return sf; + if (pt >= 0.0 && std::abs(eta) >= 0.0) + sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) - evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonIsoSF")->debug("Iso down - sf {}", sf); + return sf; + }; Logger::get("lepsf_muonIdSF")->debug("Setting up functions for muon id sf"); Logger::get("lepsf_muonIdSF")->debug("ID - File {}", mu_sf_file); - Logger::get("lepsf_muonIdSF")->debug("ID - Name {}", mu_idAlgorithm); + Logger::get("lepsf_muonIdSF")->debug("ID - Name {}", mu_id_sf_name); Logger::get("lepsf_muonIdSF")->debug("ID - Era {}", sf_era); - auto evaluator_mu_id = correction::CorrectionSet::from_file(mu_sf_file)->at(mu_idAlgorithm); + auto evaluator_mu_id = correction::CorrectionSet::from_file(mu_sf_file)->at(mu_id_sf_name); auto mu_id_nom = [evaluator_mu_id, sf_era](const float &pt, const float &eta, @@ -1009,9 +1163,9 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; - Logger::get("lepsf_muonIdSF")->debug("ID - pt {}, eta {}", pt, eta); if (pt >= 0.0 && std::abs(eta) >= 0.0) sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "sf"}); + Logger::get("lepsf_muonIdSF")->debug("ID - sf {}", sf); return sf; }; @@ -1025,6 +1179,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, if (is_mu == 0 || is_iso != +1) return sf; if (pt >= 0.0 && std::abs(eta) >= 0.0) sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "systup"}); + Logger::get("lepsf_muonIsoSF")->debug("ID up - sf {}", sf); return sf; }; @@ -1038,26 +1193,53 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, if (is_mu == 0 || is_iso != +1) return sf; if (pt >= 0.0 && std::abs(eta) >= 0.0) sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "systdown"}); + Logger::get("lepsf_muonIsoSF")->debug("ID down - sf {}", sf); return sf; }; - - auto df2 = df.Define(str_lep_sf_mu_id_nom, + auto df1 = df.Define(str_lep_sf_mu_trigger_nom, + mu_trigger_nom, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df2 = df1.Define(str_lep_sf_mu_trigger_up, + mu_trigger_up, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df3 = df2.Define(str_lep_sf_mu_trigger_down, + mu_trigger_down, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df4 = df3.Define(str_lep_sf_mu_iso_nom, + mu_iso_nom, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df5 = df4.Define(str_lep_sf_mu_iso_up, + mu_iso_up, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df6 = df5.Define(str_lep_sf_mu_iso_down, + mu_iso_down, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df7 = df6.Define(str_lep_sf_mu_id_nom, mu_id_nom, {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df3 = df2.Define(str_lep_sf_mu_id_up, + auto df8 = df7.Define(str_lep_sf_mu_id_up, mu_id_up, {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df4 = df3.Define(str_lep_sf_mu_id_down, + auto df9 = df8.Define(str_lep_sf_mu_id_down, mu_id_down, {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df_final = df4; + + + + auto df_final = df9; return df_final; From 5532824eb8859f3de0444712c65d31171aa1778d Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Tue, 15 Nov 2022 10:57:11 +0100 Subject: [PATCH 063/284] el sceta, ID+reco SFs --- include/topreco.hxx | 16 +++- src/topreco.cxx | 194 +++++++++++++++++++++++++++++++++++++++++--- 2 files changed, 195 insertions(+), 15 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 35ba21fa..697ed32a 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -28,6 +28,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_mu_charge, const std::string &str_el_pt, const std::string &str_el_eta, + const std::string &str_el_detasc, const std::string &str_el_phi, const std::string &str_el_mass, const std::string &str_el_charge, @@ -38,6 +39,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_is_el, const std::string &str_is_iso, const std::string &str_lep_p4, + const std::string &str_lep_sceta, const std::string &str_lep_charge ); @@ -125,6 +127,7 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_pt, const std::string &str_lep_eta, + const std::string &str_lep_sceta, const std::string &str_lep_is_mu, const std::string &str_lep_is_el, const std::string &str_lep_is_iso, @@ -137,7 +140,13 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_sf_mu_id_nom, const std::string &str_lep_sf_mu_id_up, const std::string &str_lep_sf_mu_id_down, - const std::string &sf_era, + const std::string &str_lep_sf_el_id_nom, + const std::string &str_lep_sf_el_id_up, + const std::string &str_lep_sf_el_id_down, + const std::string &str_lep_sf_el_reco_nom, + const std::string &str_lep_sf_el_reco_up, + const std::string &str_lep_sf_el_reco_down, + const std::string &mu_sf_era, const std::string &mu_trigger_sf_file, const std::string &mu_trigger_sf_file_syst, const std::string &mu_trigger_sf_name, @@ -147,7 +156,10 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &mu_iso_sf_name, const std::string &mu_iso_sf_name_syst, const std::string &mu_sf_file, - const std::string &mu_id_sf_name + const std::string &mu_id_sf_name, + const std::string &el_sf_era, + const std::string &el_sf_file, + const std::string &el_id_sf_name ); diff --git a/src/topreco.cxx b/src/topreco.cxx index 707a4360..e59da1ef 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -38,6 +38,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_mu_charge, const std::string &str_el_pt, const std::string &str_el_eta, + const std::string &str_el_detasc, const std::string &str_el_phi, const std::string &str_el_mass, const std::string &str_el_charge, @@ -48,6 +49,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_is_el, const std::string &str_is_iso, const std::string &str_lep_p4, + const std::string &str_lep_sceta, const std::string &str_lep_charge ) { @@ -209,6 +211,39 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, str_el_pt, str_el_eta, str_el_phi, str_el_mass} ); +auto lep_sceta = [](const int is_el, + const int is_iso, + const ROOT::RVec &tight_electrons_mask, + const ROOT::RVec &antitight_electrons_mask, + const ROOT::RVec &el_eta, + const ROOT::RVec &el_detasc) { + + float lep_sceta = -10; + + if (is_iso == 0) { + return lep_sceta; + } + else if (is_iso == +1) { + if (is_el) { + lep_sceta = el_eta.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-5) + el_detasc.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-5); + } + } + else if (is_iso == -1) { + if (is_el) { + lep_sceta = el_eta.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5) + el_detasc.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5); + } + } + return lep_sceta; + }; + + auto df7b = df7.Define(str_lep_sceta, + lep_sceta, + {str_is_el, str_is_iso, + str_tight_electrons_mask, + str_antitight_electrons_mask, + str_el_eta, str_el_detasc} + ); + auto lep_charge= [](const int is_mu, @@ -250,7 +285,7 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, }; - auto df8 = df7.Define(str_lep_charge, + auto df8 = df7b.Define(str_lep_charge, lep_charge, {str_is_mu, str_is_el, str_is_iso, str_tight_muons_mask, str_tight_electrons_mask, @@ -1019,6 +1054,7 @@ void sf_from_root_file(TH2D* h, int nbinsx, int nbinsy, float pt, float eta, int ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_pt, const std::string &str_lep_eta, + const std::string &str_lep_sceta, const std::string &str_lep_is_mu, const std::string &str_lep_is_el, const std::string &str_lep_is_iso, @@ -1031,7 +1067,13 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_sf_mu_id_nom, const std::string &str_lep_sf_mu_id_up, const std::string &str_lep_sf_mu_id_down, - const std::string &sf_era, + const std::string &str_lep_sf_el_id_nom, + const std::string &str_lep_sf_el_id_up, + const std::string &str_lep_sf_el_id_down, + const std::string &str_lep_sf_el_reco_nom, + const std::string &str_lep_sf_el_reco_up, + const std::string &str_lep_sf_el_reco_down, + const std::string &mu_sf_era, const std::string &mu_trigger_sf_file, const std::string &mu_trigger_sf_file_syst, const std::string &mu_trigger_sf_name, @@ -1041,7 +1083,10 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &mu_iso_sf_name, const std::string &mu_iso_sf_name_syst, const std::string &mu_sf_file, - const std::string &mu_id_sf_name + const std::string &mu_id_sf_name, + const std::string &el_sf_era, + const std::string &el_sf_file, + const std::string &el_id_sf_name ) { Logger::get("lepsf_muonTriggerSF")->debug("Setting up functions for muon iso sf"); @@ -1152,10 +1197,10 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, Logger::get("lepsf_muonIdSF")->debug("Setting up functions for muon id sf"); Logger::get("lepsf_muonIdSF")->debug("ID - File {}", mu_sf_file); Logger::get("lepsf_muonIdSF")->debug("ID - Name {}", mu_id_sf_name); - Logger::get("lepsf_muonIdSF")->debug("ID - Era {}", sf_era); + Logger::get("lepsf_muonIdSF")->debug("ID - Era {}", mu_sf_era); auto evaluator_mu_id = correction::CorrectionSet::from_file(mu_sf_file)->at(mu_id_sf_name); - auto mu_id_nom = [evaluator_mu_id, sf_era](const float &pt, + auto mu_id_nom = [evaluator_mu_id, mu_sf_era](const float &pt, const float &eta, const int &is_mu, const int &is_el, @@ -1164,12 +1209,12 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; if (pt >= 0.0 && std::abs(eta) >= 0.0) - sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "sf"}); + sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "sf"}); Logger::get("lepsf_muonIdSF")->debug("ID - sf {}", sf); return sf; }; - auto mu_id_up = [evaluator_mu_id, sf_era](const float &pt, + auto mu_id_up = [evaluator_mu_id, mu_sf_era](const float &pt, const float &eta, const int &is_mu, const int &is_el, @@ -1178,12 +1223,12 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1) return sf; if (pt >= 0.0 && std::abs(eta) >= 0.0) - sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "systup"}); - Logger::get("lepsf_muonIsoSF")->debug("ID up - sf {}", sf); + sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "systup"}); + Logger::get("lepsf_muonIdSF")->debug("ID up - sf {}", sf); return sf; }; - auto mu_id_down = [evaluator_mu_id, sf_era](const float &pt, + auto mu_id_down = [evaluator_mu_id, mu_sf_era](const float &pt, const float &eta, const int &is_mu, const int &is_el, @@ -1192,8 +1237,8 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1) return sf; if (pt >= 0.0 && std::abs(eta) >= 0.0) - sf = evaluator_mu_id->evaluate({sf_era, std::abs(eta), pt, "systdown"}); - Logger::get("lepsf_muonIsoSF")->debug("ID down - sf {}", sf); + sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "systdown"}); + Logger::get("lepsf_muonIdSF")->debug("ID down - sf {}", sf); return sf; }; @@ -1239,7 +1284,130 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, - auto df_final = df9; + Logger::get("lepsf_electronIdSF")->debug("Setting up functions for electron id sf"); + Logger::get("lepsf_electronIdSF")->debug("ID - File {}", el_sf_file); + Logger::get("lepsf_electronIdSF")->debug("ID - Name {}", el_id_sf_name); + Logger::get("lepsf_electronIdSF")->debug("ID - Era {}", el_sf_era); + auto evaluator_el_sf = correction::CorrectionSet::from_file(el_sf_file)->at(el_id_sf_name); + + auto el_id_nom = [evaluator_el_sf, el_sf_era](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_sf->evaluate({el_sf_era, "sf", "Tight", sceta, pt}); + Logger::get("lepsf_electronIdSF")->debug("ID - sf {}", sf); + return sf; + }; + + auto el_id_up = [evaluator_el_sf, el_sf_era](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_sf->evaluate({el_sf_era, "sfup", "Tight", sceta, pt}); + Logger::get("lepsf_electronIdSF")->debug("ID up - sf {}", sf); + return sf; + }; + + auto el_id_down = [evaluator_el_sf, el_sf_era](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_sf->evaluate({el_sf_era, "sfdown", "Tight", sceta, pt}); + Logger::get("lepsf_electronIdSF")->debug("ID down - sf {}", sf); + return sf; + }; + + auto el_reco_nom = [evaluator_el_sf, el_sf_era](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_sf->evaluate({el_sf_era, "sf", "RecoAbove20", sceta, pt}); + Logger::get("lepsf_electronRecoSF")->debug("RECO - sf {}", sf); + return sf; + }; + + auto el_reco_up = [evaluator_el_sf, el_sf_era](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_sf->evaluate({el_sf_era, "sfup", "RecoAbove20", sceta, pt}); + Logger::get("lepsf_electronRecoSF")->debug("RECO up - sf {}", sf); + return sf; + }; + + auto el_reco_down = [evaluator_el_sf, el_sf_era](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso + ) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_sf->evaluate({el_sf_era, "sfdown", "RecoAbove20", sceta, pt}); + Logger::get("lepsf_electronRecoSF")->debug("RECO down - sf {}", sf); + return sf; + }; + + + + + + auto df10 = df9.Define(str_lep_sf_el_id_nom, + el_id_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df11 = df10.Define(str_lep_sf_el_id_up, + el_id_up, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df12 = df11.Define(str_lep_sf_el_id_down, + el_id_down, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + + + auto df13 = df12.Define(str_lep_sf_el_reco_nom, + el_reco_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df14 = df13.Define(str_lep_sf_el_reco_up, + el_reco_up, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df15 = df14.Define(str_lep_sf_el_reco_down, + el_reco_down, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + + + + auto df_final = df15; return df_final; From db7fae083fc73ee1fff793ff09bba3461a621cd1 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Tue, 15 Nov 2022 11:19:48 +0100 Subject: [PATCH 064/284] namespace --- include/topreco.hxx | 3 +++ src/topreco.cxx | 4 ++-- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 697ed32a..bc52bd1a 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -10,6 +10,8 @@ #include #include +namespace topreco { + ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_loose_mu, const std::string &str_n_loose_el, @@ -162,5 +164,6 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &el_id_sf_name ); +} // end namespace topreco #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index e59da1ef..91b1d1c6 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -18,7 +18,7 @@ const float W_MASS = 80.377; // PDG value as of 10/22 const float TOP_MASS = 172.5; // gen mass - +namespace topreco { ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_n_loose_mu, @@ -1416,6 +1416,6 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, } - +} // end namespace topreco #endif /* GUARD_TOPRECO_H */ From 91688679830b49150ff99508bdec1d5586f49291 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 16 Nov 2022 12:04:50 +0100 Subject: [PATCH 065/284] added functions for IP and EB-EE gap selection of electrons --- include/physicsobjects.hxx | 17 +++++++++ src/physicsobjects.cxx | 76 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 93 insertions(+) diff --git a/include/physicsobjects.hxx b/include/physicsobjects.hxx index 9e868c4c..9075aa3d 100644 --- a/include/physicsobjects.hxx +++ b/include/physicsobjects.hxx @@ -158,6 +158,23 @@ ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, const std::string &isolationName, const float &Threshold); +ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, const std::string &eta, + const std::string &detasc, const std::string &dxy, + const std::string &dz, + const std::string &maskname, const float &abseta_eb_ee, const float &max_dxy_eb, + const float &max_dz_eb, + const float &max_dxy_ee, + const float &max_dz_ee + ); + +ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, const std::string &eta, + const std::string &detasc, + const std::string &maskname, + const float &end_eb, + const float &start_ee + ); + + } // end namespace electron } // namespace physicsobject #endif /* GUARD_PHYSICSOBJECTS_H */ diff --git a/src/physicsobjects.cxx b/src/physicsobjects.cxx index 253631f5..2f89fabb 100644 --- a/src/physicsobjects.cxx +++ b/src/physicsobjects.cxx @@ -992,6 +992,82 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, {isolationName}); return df1; } +/// Function to select electrons below an Dxy and Dz threshold, based on the electrons supercluster +/// +/// \param[in] df the input dataframe +/// \param[in] quantity name of the electron eta column in the NanoAOD +/// \param[in] quantity name of the electron deltaEtaSC column in the NanoAOD +/// \param[in] quantity name of the Dxy column in the NanoAOD +/// \param[in] quantity name of the Dz column in the NanoAOD +/// \param[out] maskname the name of the mask to be added as column to the +/// dataframe +/// \param[in] abs(eta) of the EB-EE transition +/// \param[in] Threshold maximal Dxy value in the barrel +/// \param[in] Threshold maximal Dz value in the barrel +/// \param[in] Threshold maximal Dxy value in the endcap +/// \param[in] Threshold maximal Dz value in the endcap +/// +/// \return a dataframe containing the new mask +ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, + const std::string &eta, + const std::string &detasc, + const std::string &dxy, + const std::string &dz, + const std::string &maskname, + const float &abseta_eb_ee, + const float &max_dxy_eb, + const float &max_dz_eb, + const float &max_dxy_ee, + const float &max_dz_ee +) { + auto lambda = [abseta_eb_ee, max_dxy_eb, max_dz_eb, max_dxy_ee, max_dz_ee] +(const ROOT::RVec &eta, +const ROOT::RVec &detasc, + const ROOT::RVec &dxy, + const ROOT::RVec &dz) { + ROOT::RVec mask = + (((abs(eta + detasc) < abseta_eb_ee) && (dxy < max_dxy_eb) && + (dz < max_dz_eb)) || + ((abs(eta + detasc) >= abseta_eb_ee) && (dxy < max_dxy_ee) && + (dz < max_dz_ee))); + return mask; + }; + + auto df1 = df.Define(maskname, lambda, {eta, detasc, dxy, dz}); + return df1; +} + +/// Function to veto electrons in the transition region of EB and EE, based on the electrons supercluster +/// +/// \param[in] df the input dataframe +/// \param[in] quantity name of the electron eta column in the NanoAOD +/// \param[in] quantity name of the electron deltaEtaSC column in the NanoAOD +/// \param[out] maskname the name of the mask to be added as column to the +/// dataframe +/// \param[in] abs(eta) of the beginning of the transition region +/// \param[in] abs(eta) of the end of the transition region +/// +/// \return a dataframe containing the new mask +ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, + const std::string &eta, + const std::string &detasc, + const std::string &maskname, + const float &end_eb, + const float &start_ee) { + auto lambda = [end_eb, start_ee] +(const ROOT::RVec &eta, +const ROOT::RVec &detasc +) { + ROOT::RVec mask = + (abs(eta + detasc) < end_eb) || (abs(eta + detasc) > start_ee); + return mask; + }; + + auto df1 = df.Define(maskname, lambda, {eta, detasc}); + return df1; +} + + } // end namespace electron From 058cfd2cf127dbbb66dbbbf19ab3fe4a0ee810b6 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Fri, 18 Nov 2022 09:48:35 +0100 Subject: [PATCH 066/284] moving things around --- ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../trigger_iso_2016postVFP_UL.json.gz | Bin ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz | Bin ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../muon}/2017_UL/trigger_iso_2017_UL.json.gz | Bin ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../muon}/2018_UL/trigger_iso_2018_UL.json.gz | Bin .../muon}/convert_hist_to_corrlib.py | 0 13 files changed, 0 insertions(+), 0 deletions(-) rename data/{muon_corrections => custom_sf/muon}/2016postVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2016postVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2016postVFP_UL/trigger_iso_2016postVFP_UL.json.gz (100%) rename data/{muon_corrections => custom_sf/muon}/2016preVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2016preVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz (100%) rename data/{muon_corrections => custom_sf/muon}/2017_UL/NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2017_UL/trigger_iso_2017_UL.json.gz (100%) rename data/{muon_corrections => custom_sf/muon}/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root (100%) rename data/{muon_corrections => custom_sf/muon}/2018_UL/trigger_iso_2018_UL.json.gz (100%) rename data/{muon_corrections => custom_sf/muon}/convert_hist_to_corrlib.py (100%) diff --git a/data/muon_corrections/2016postVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root b/data/custom_sf/muon/2016postVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root similarity index 100% rename from data/muon_corrections/2016postVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root rename to data/custom_sf/muon/2016postVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root diff --git a/data/muon_corrections/2016postVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root b/data/custom_sf/muon/2016postVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root similarity index 100% rename from data/muon_corrections/2016postVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root rename to data/custom_sf/muon/2016postVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git a/data/muon_corrections/2016postVFP_UL/trigger_iso_2016postVFP_UL.json.gz b/data/custom_sf/muon/2016postVFP_UL/trigger_iso_2016postVFP_UL.json.gz similarity index 100% rename from data/muon_corrections/2016postVFP_UL/trigger_iso_2016postVFP_UL.json.gz rename to data/custom_sf/muon/2016postVFP_UL/trigger_iso_2016postVFP_UL.json.gz diff --git a/data/muon_corrections/2016preVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root b/data/custom_sf/muon/2016preVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root similarity index 100% rename from data/muon_corrections/2016preVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root rename to data/custom_sf/muon/2016preVFP_UL/NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root diff --git a/data/muon_corrections/2016preVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root b/data/custom_sf/muon/2016preVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root similarity index 100% rename from data/muon_corrections/2016preVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root rename to data/custom_sf/muon/2016preVFP_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git a/data/muon_corrections/2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz b/data/custom_sf/muon/2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz similarity index 100% rename from data/muon_corrections/2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz rename to data/custom_sf/muon/2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz diff --git a/data/muon_corrections/2017_UL/NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root b/data/custom_sf/muon/2017_UL/NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root similarity index 100% rename from data/muon_corrections/2017_UL/NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root rename to data/custom_sf/muon/2017_UL/NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root diff --git a/data/muon_corrections/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root b/data/custom_sf/muon/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root similarity index 100% rename from data/muon_corrections/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root rename to data/custom_sf/muon/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git a/data/muon_corrections/2017_UL/trigger_iso_2017_UL.json.gz b/data/custom_sf/muon/2017_UL/trigger_iso_2017_UL.json.gz similarity index 100% rename from data/muon_corrections/2017_UL/trigger_iso_2017_UL.json.gz rename to data/custom_sf/muon/2017_UL/trigger_iso_2017_UL.json.gz diff --git a/data/muon_corrections/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root b/data/custom_sf/muon/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root similarity index 100% rename from data/muon_corrections/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root rename to data/custom_sf/muon/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root diff --git a/data/muon_corrections/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root b/data/custom_sf/muon/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root similarity index 100% rename from data/muon_corrections/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root rename to data/custom_sf/muon/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git a/data/muon_corrections/2018_UL/trigger_iso_2018_UL.json.gz b/data/custom_sf/muon/2018_UL/trigger_iso_2018_UL.json.gz similarity index 100% rename from data/muon_corrections/2018_UL/trigger_iso_2018_UL.json.gz rename to data/custom_sf/muon/2018_UL/trigger_iso_2018_UL.json.gz diff --git a/data/muon_corrections/convert_hist_to_corrlib.py b/data/custom_sf/muon/convert_hist_to_corrlib.py similarity index 100% rename from data/muon_corrections/convert_hist_to_corrlib.py rename to data/custom_sf/muon/convert_hist_to_corrlib.py From 97eeb90defd7b3685a2af836677955b14beb74af Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Fri, 18 Nov 2022 10:47:33 +0100 Subject: [PATCH 067/284] single ele HLT SFs --- .../trigger_2016postVFP.json.gz | Bin 0 -> 847 bytes .../2016preVFP_UL/trigger_2016preVFP.json.gz | Bin 0 -> 827 bytes .../electron/2017_UL/trigger_2017.json.gz | Bin 0 -> 717 bytes 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0000000000000000000000000000000000000000..3ef05730f4925b262d823d590a7e360d0470222e GIT binary patch literal 721 zcmV;?0xta@iwFpgNq1uc|8#O`XJ=({UotQ;I4){)Z*BmLR7-EuKoI^bmQNtH)y&Ro zhdYl0H{euNl}X(;QesDr141bOo!PZZfnK;|^&7qG{4d)#!p{$013$LaX?eYf9t?Mu?%=<~FFc<86*)4PSXP?Y{>$q-N5 z;c%M&q3Y)fJpVY<$EojjFNucJZg;+Do~I7;e-7P5c|6U*87W@UE>w7DkU^fGt5#z0m;mgC?L90ErAIW zWCIXINkxZe@aRgJ#gtKN%|Q|pqKP|aTWZVzj+rwVF)p*25Qu_SRe)*A@V8%AWfo5 Date: Fri, 18 Nov 2022 10:48:13 +0100 Subject: [PATCH 068/284] ... and the code to apply ele HLT SFs --- include/topreco.hxx | 5 +++ src/topreco.cxx | 75 +++++++++++++++++++++++++++++++++++---------- 2 files changed, 64 insertions(+), 16 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index bc52bd1a..7bf6bb3a 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -142,6 +142,9 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_sf_mu_id_nom, const std::string &str_lep_sf_mu_id_up, const std::string &str_lep_sf_mu_id_down, + const std::string &str_lep_sf_el_trigger_nom, + const std::string &str_lep_sf_el_trigger_up, + const std::string &str_lep_sf_el_trigger_down, const std::string &str_lep_sf_el_id_nom, const std::string &str_lep_sf_el_id_up, const std::string &str_lep_sf_el_id_down, @@ -160,6 +163,8 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &mu_sf_file, const std::string &mu_id_sf_name, const std::string &el_sf_era, + const std::string &el_trigger_sf_file, + const std::string &el_trigger_sf_name, const std::string &el_sf_file, const std::string &el_id_sf_name ); diff --git a/src/topreco.cxx b/src/topreco.cxx index 91b1d1c6..7225fa93 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1067,6 +1067,9 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &str_lep_sf_mu_id_nom, const std::string &str_lep_sf_mu_id_up, const std::string &str_lep_sf_mu_id_down, + const std::string &str_lep_sf_el_trigger_nom, + const std::string &str_lep_sf_el_trigger_up, + const std::string &str_lep_sf_el_trigger_down, const std::string &str_lep_sf_el_id_nom, const std::string &str_lep_sf_el_id_up, const std::string &str_lep_sf_el_id_down, @@ -1085,11 +1088,14 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &mu_sf_file, const std::string &mu_id_sf_name, const std::string &el_sf_era, + const std::string &el_trigger_sf_file, + const std::string &el_trigger_sf_name, const std::string &el_sf_file, const std::string &el_id_sf_name ) { - Logger::get("lepsf_muonTriggerSF")->debug("Setting up functions for muon iso sf"); + + Logger::get("lepsf_muonTriggerSF")->debug("Setting up functions for muon trigger sf"); Logger::get("lepsf_muonTriggerSF")->debug("Trigger - File {}", mu_trigger_sf_file); Logger::get("lepsf_muonTriggerSF")->debug("Trigger - Name {}", mu_trigger_sf_name); auto evaluator_mu_trigger = correction::CorrectionSet::from_file(mu_trigger_sf_file)->at(mu_trigger_sf_name); @@ -1207,7 +1213,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const int &is_iso ) { double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; + if (is_mu == 0 || is_iso != +1) return sf; if (pt >= 0.0 && std::abs(eta) >= 0.0) sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "sf"}); Logger::get("lepsf_muonIdSF")->debug("ID - sf {}", sf); @@ -1284,10 +1290,36 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, - Logger::get("lepsf_electronIdSF")->debug("Setting up functions for electron id sf"); - Logger::get("lepsf_electronIdSF")->debug("ID - File {}", el_sf_file); - Logger::get("lepsf_electronIdSF")->debug("ID - Name {}", el_id_sf_name); - Logger::get("lepsf_electronIdSF")->debug("ID - Era {}", el_sf_era); + + Logger::get("lepsf_electronTriggerSF")->debug("Setting up functions for electron trigger sf"); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger - File {}", el_trigger_sf_file); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger - Name {}", el_trigger_sf_name); + auto evaluator_el_trigger = correction::CorrectionSet::from_file(el_trigger_sf_file)->at(el_trigger_sf_name); + auto el_trigger_nom = [evaluator_el_trigger](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + Logger::get("lepsf_electronTriggerSF")->debug("Electron - pt {}, sceta {}", pt, sceta); + if (pt >= 0.0 && std::abs(sceta) >= 0.0) + sf = evaluator_el_trigger->evaluate({sceta, pt}); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger - sf {}", sf); + return sf; + + }; + + + // TODO: trigger sf syst + + + Logger::get("lepsf_electronSF")->debug("Setting up functions for electron id+reco sf"); + Logger::get("lepsf_electronSF")->debug("SF - File {}", el_sf_file); + Logger::get("lepsf_electronSF")->debug("SF - Name {}", el_id_sf_name); + Logger::get("lepsf_electronSF")->debug("SF - Era {}", el_sf_era); auto evaluator_el_sf = correction::CorrectionSet::from_file(el_sf_file)->at(el_id_sf_name); auto el_id_nom = [evaluator_el_sf, el_sf_era](const float &pt, @@ -1376,40 +1408,51 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, + auto df10 = df9.Define(str_lep_sf_el_trigger_nom, + el_trigger_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df11 = df10.Define(str_lep_sf_el_trigger_up, + // el_trigger_up, + el_trigger_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); + auto df12 = df11.Define(str_lep_sf_el_trigger_down, + // el_trigger_down, + el_trigger_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} + ); - auto df10 = df9.Define(str_lep_sf_el_id_nom, + auto df13 = df12.Define(str_lep_sf_el_id_nom, el_id_nom, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df11 = df10.Define(str_lep_sf_el_id_up, + auto df14 = df13.Define(str_lep_sf_el_id_up, el_id_up, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df12 = df11.Define(str_lep_sf_el_id_down, + auto df15 = df14.Define(str_lep_sf_el_id_down, el_id_down, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df13 = df12.Define(str_lep_sf_el_reco_nom, + auto df16 = df15.Define(str_lep_sf_el_reco_nom, el_reco_nom, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df14 = df13.Define(str_lep_sf_el_reco_up, + auto df17 = df16.Define(str_lep_sf_el_reco_up, el_reco_up, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - auto df15 = df14.Define(str_lep_sf_el_reco_down, + auto df18 = df17.Define(str_lep_sf_el_reco_down, el_reco_down, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); - - auto df_final = df15; - - return df_final; + return df18; From b5fcb6de723f3bc4425c0ab7bdb9abfdf35551a1 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Fri, 18 Nov 2022 14:26:31 +0100 Subject: [PATCH 069/284] ele trigger SF syst files --- .../trigger_2016postVFP_syststat.json.gz | Bin 0 -> 738 bytes .../trigger_2016preVFP_syststat.json.gz | Bin 0 -> 728 bytes .../2017_UL/trigger_2017_syststat.json.gz | Bin 0 -> 667 bytes .../2018_UL/trigger_2018_syststat.json.gz | Bin 0 -> 689 bytes .../electron/convert_hist_to_corrlib.py | 31 +++++++++--------- 5 files changed, 16 insertions(+), 15 deletions(-) create mode 100644 data/custom_sf/electron/2016postVFP_UL/trigger_2016postVFP_syststat.json.gz create mode 100644 data/custom_sf/electron/2016preVFP_UL/trigger_2016preVFP_syststat.json.gz create mode 100644 data/custom_sf/electron/2017_UL/trigger_2017_syststat.json.gz create mode 100644 data/custom_sf/electron/2018_UL/trigger_2018_syststat.json.gz diff --git a/data/custom_sf/electron/2016postVFP_UL/trigger_2016postVFP_syststat.json.gz b/data/custom_sf/electron/2016postVFP_UL/trigger_2016postVFP_syststat.json.gz new file mode 100644 index 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b/data/custom_sf/electron/2018_UL/trigger_2018_syststat.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..05dd433f1bfc48be209bb881b82cc4a2ff6c67ce GIT binary patch literal 689 zcmV;i0#5xOiwFo~fOlg8|8#O`XJ=({UotQ;IA3#lb98fbVRSBPb8l_{tW-^J6G069 zE2}+$lvW;(?HO|~aOe#Be(lQae^Me#@)bIcaVbmB-9lr#yurNEOi&0v8f50;}2Cc+lx ztRb@`BZ(7jbcGj6l2b4!n)DJ;Hhes1k=YzX7zY*>18E)^0`!vz8d1uq%M)*eWu_k4 z*>(02J*le&fo70RJwzih-FU!vzW)$i^57lxlpfi9(_WXCd8wC;}OQ1V3iojFf+_!la#>VB Date: Fri, 18 Nov 2022 14:31:04 +0100 Subject: [PATCH 070/284] code for ele trigger SF syst --- include/topreco.hxx | 2 ++ src/topreco.cxx | 70 +++++++++++++++++++++++++++++++-------------- 2 files changed, 51 insertions(+), 21 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 7bf6bb3a..42be92be 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -164,7 +164,9 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &mu_id_sf_name, const std::string &el_sf_era, const std::string &el_trigger_sf_file, + const std::string &el_trigger_sf_file_syst, const std::string &el_trigger_sf_name, + const std::string &el_trigger_sf_name_syst, const std::string &el_sf_file, const std::string &el_id_sf_name ); diff --git a/src/topreco.cxx b/src/topreco.cxx index 7225fa93..078556f9 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1089,7 +1089,9 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &mu_id_sf_name, const std::string &el_sf_era, const std::string &el_trigger_sf_file, + const std::string &el_trigger_sf_file_syst, const std::string &el_trigger_sf_name, + const std::string &el_trigger_sf_name_syst, const std::string &el_sf_file, const std::string &el_id_sf_name ) { @@ -1109,7 +1111,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; Logger::get("lepsf_muonTriggerSF")->debug("Muon - pt {}, eta {}", pt, eta); - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}); Logger::get("lepsf_muonTriggerSF")->debug("Trigger - sf {}", sf); return sf; @@ -1127,7 +1129,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) + evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); Logger::get("lepsf_muonTriggerSF")->debug("Trigger up - sf {}", sf); return sf; @@ -1141,7 +1143,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) - evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); Logger::get("lepsf_muonTriggerSF")->debug("Trigger down - sf {}", sf); return sf; @@ -1161,7 +1163,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}); Logger::get("lepsf_muonIsoSF")->debug("Iso - sf {}", sf); return sf; @@ -1179,7 +1181,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) + evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); Logger::get("lepsf_muonIsoSF")->debug("Iso up - sf {}", sf); return sf; @@ -1193,7 +1195,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) - evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); Logger::get("lepsf_muonIsoSF")->debug("Iso down - sf {}", sf); return sf; @@ -1214,7 +1216,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_mu == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "sf"}); Logger::get("lepsf_muonIdSF")->debug("ID - sf {}", sf); return sf; @@ -1228,7 +1230,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_mu == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "systup"}); Logger::get("lepsf_muonIdSF")->debug("ID up - sf {}", sf); return sf; @@ -1242,7 +1244,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_mu == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(eta) >= 0.0) + if (pt >= 0.0) sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "systdown"}); Logger::get("lepsf_muonIdSF")->debug("ID down - sf {}", sf); return sf; @@ -1305,7 +1307,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; Logger::get("lepsf_electronTriggerSF")->debug("Electron - pt {}, sceta {}", pt, sceta); - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_trigger->evaluate({sceta, pt}); Logger::get("lepsf_electronTriggerSF")->debug("Trigger - sf {}", sf); return sf; @@ -1313,7 +1315,35 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, }; - // TODO: trigger sf syst + auto evaluator_el_trigger_syst = correction::CorrectionSet::from_file(el_trigger_sf_file_syst)->at(el_trigger_sf_name_syst); + auto el_trigger_up = [evaluator_el_trigger, evaluator_el_trigger_syst](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0) + sf = evaluator_el_trigger->evaluate({sceta, pt}) + evaluator_el_trigger_syst->evaluate({sceta, pt}); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger up - sf {}", sf); + return sf; + }; + auto el_trigger_down = [evaluator_el_trigger, evaluator_el_trigger_syst](const float &pt, + const float &sceta, + const int &is_mu, + const int &is_el, + const int &is_iso){ + + + double sf = 1.; + if (is_el == 0 || is_iso != +1) return sf; + if (pt >= 0.0) + sf = evaluator_el_trigger->evaluate({sceta, pt}) - evaluator_el_trigger_syst->evaluate({sceta, pt}); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger up - sf {}", sf); + return sf; + }; Logger::get("lepsf_electronSF")->debug("Setting up functions for electron id+reco sf"); @@ -1330,7 +1360,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_sf->evaluate({el_sf_era, "sf", "Tight", sceta, pt}); Logger::get("lepsf_electronIdSF")->debug("ID - sf {}", sf); return sf; @@ -1344,7 +1374,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_sf->evaluate({el_sf_era, "sfup", "Tight", sceta, pt}); Logger::get("lepsf_electronIdSF")->debug("ID up - sf {}", sf); return sf; @@ -1358,7 +1388,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_sf->evaluate({el_sf_era, "sfdown", "Tight", sceta, pt}); Logger::get("lepsf_electronIdSF")->debug("ID down - sf {}", sf); return sf; @@ -1372,7 +1402,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_sf->evaluate({el_sf_era, "sf", "RecoAbove20", sceta, pt}); Logger::get("lepsf_electronRecoSF")->debug("RECO - sf {}", sf); return sf; @@ -1386,7 +1416,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_sf->evaluate({el_sf_era, "sfup", "RecoAbove20", sceta, pt}); Logger::get("lepsf_electronRecoSF")->debug("RECO up - sf {}", sf); return sf; @@ -1400,7 +1430,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, ) { double sf = 1.; if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0 && std::abs(sceta) >= 0.0) + if (pt >= 0.0) sf = evaluator_el_sf->evaluate({el_sf_era, "sfdown", "RecoAbove20", sceta, pt}); Logger::get("lepsf_electronRecoSF")->debug("RECO down - sf {}", sf); return sf; @@ -1413,13 +1443,11 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); auto df11 = df10.Define(str_lep_sf_el_trigger_up, - // el_trigger_up, - el_trigger_nom, + el_trigger_up, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); auto df12 = df11.Define(str_lep_sf_el_trigger_down, - // el_trigger_down, - el_trigger_nom, + el_trigger_down, {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} ); From a5f7129b22068ae01f00c9f7e4a9a5625e032bcd Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Fri, 18 Nov 2022 14:32:22 +0100 Subject: [PATCH 071/284] debug typo --- src/topreco.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/topreco.cxx b/src/topreco.cxx index 078556f9..c75ebe69 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1341,7 +1341,7 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, if (is_el == 0 || is_iso != +1) return sf; if (pt >= 0.0) sf = evaluator_el_trigger->evaluate({sceta, pt}) - evaluator_el_trigger_syst->evaluate({sceta, pt}); - Logger::get("lepsf_electronTriggerSF")->debug("Trigger up - sf {}", sf); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger down - sf {}", sf); return sf; }; From d7eaeef8792093a12b30c3dd2de9683224ded7f3 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Tue, 22 Nov 2022 14:25:50 +0100 Subject: [PATCH 072/284] function to add jet hadron flavor --- include/jets.hxx | 4 ++++ src/jets.cxx | 28 ++++++++++++++++++++++++++++ 2 files changed, 32 insertions(+) diff --git a/include/jets.hxx b/include/jets.hxx index 0c3c8fac..ed046fe6 100644 --- a/include/jets.hxx +++ b/include/jets.hxx @@ -62,6 +62,10 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, const std::string &btagcolumn, const std::string &jetcollection, const int &position); + ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &flavorcolumn, + const std::string &jetcollection, + const int &position); } // end namespace jet } // end namespace quantities #endif /* GUARDJETS_H */ diff --git a/src/jets.cxx b/src/jets.cxx index 201efc7a..74c388bc 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -589,6 +589,34 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, }, {btagcolumn, jetcollection}); } +/// Function to writeout the hadron flavor for a jet. +/// +/// \param[in] df the input dataframe +/// \param[out] outputname the name of the produced quantity +/// \param[in] jetcollection name of the vector that contains jet indices of the +/// jets belonging to the collection, its length constitutes the output quantity +/// \param position The position in the jet collection vector, which is used to +/// store the index of the particle in the particle quantity vectors. +/// +/// \returns a dataframe with the new column + + ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &flavorcolumn, + const std::string &jetcollection, + const int &position) { + return df.Define(outputname, + [position](const ROOT::RVec &flavorvalue, + const ROOT::RVec &jetcollection) { + float flavorValue = default_int; + try { + const int index = jetcollection.at(position); + flavorValue = flavorvalue.at(index); + } catch (const std::out_of_range &e) { + } + return flavorValue; + }, + {flavorcolumn, jetcollection}); +} } // end namespace jet } // end namespace quantities #endif /* GUARDJETS_H */ From a5f370e9fbbc00c293bcc3bb825f9b077b13b162 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 23 Nov 2022 13:08:27 +0100 Subject: [PATCH 073/284] fixing type --- src/jets.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/jets.cxx b/src/jets.cxx index 74c388bc..d9a75c55 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -607,7 +607,7 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, return df.Define(outputname, [position](const ROOT::RVec &flavorvalue, const ROOT::RVec &jetcollection) { - float flavorValue = default_int; + int flavorValue = default_int; try { const int index = jetcollection.at(position); flavorValue = flavorvalue.at(index); From 8afba66eeb313d10755cc4be0e93eb547c9a0112 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 23 Nov 2022 17:12:49 +0100 Subject: [PATCH 074/284] btag eff for testing --- .../btag_eff_2016postVFP.json.gz | Bin 0 -> 596 bytes .../2016preVFP_UL/btag_eff_2016preVFP.json.gz | Bin 0 -> 594 bytes .../btag_eff/2017_UL/btag_eff_2017.json.gz | Bin 0 -> 572 bytes .../btag_eff/2018_UL/btag_eff_2018.json.gz | Bin 0 -> 574 bytes .../btag_eff/convert_hist_to_corrlib.py | 81 ++++++++++++++++++ 5 files changed, 81 insertions(+) create mode 100644 data/custom_sf/btag_eff/2016postVFP_UL/btag_eff_2016postVFP.json.gz create mode 100644 data/custom_sf/btag_eff/2016preVFP_UL/btag_eff_2016preVFP.json.gz create mode 100644 data/custom_sf/btag_eff/2017_UL/btag_eff_2017.json.gz create mode 100644 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b/data/custom_sf/btag_eff/convert_hist_to_corrlib.py @@ -0,0 +1,81 @@ +import correctionlib.convert +import json +import gzip + + + + +syst = '' + +corrs = {} + +corrs['2016preVFP'] = {} +# corrs['2016preVFP']['btag_eff_filename'] = '2016preVFP_UL/btag_eff_2016preVFP.root'.replace('.root', syst + '.root') + +corrs['2016postVFP'] = {} +# corrs['2016postVFP']['btag_eff_filename'] = '2016postVFP_UL/btag_eff_2016postVFP.root'.replace('.root', syst + '.root') + +corrs['2017'] = {} +# corrs['2017']['btag_eff_filename'] = '2017_UL/btag_eff_2017.root'.replace('.root', syst + '.root') + +corrs['2018'] = {} +# corrs['2018']['btag_eff_filename'] = '2018_UL/btag_eff_2018.root'.replace('.root', syst + '.root') + + + + + + + + + + + +print(corrs.keys()) +print(corrs) + +for y in corrs.keys(): + for f in ['b', 'c', 'udsg']: + corrs[y]['btag_eff_' + f + '_ttbar'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btag_ttbar.root:h_eff_bjets_m_deepjet', axis_names = ['eta','pt']) + corrs[y]['btag_eff_' + f + '_ttbar'].description = 'btag eff (' + f +') for ttbar in ' + y + corrs[y]['btag_eff_' + f + '_ttbar'].data.flow = "clamp" + corrs[y]['btag_eff_' + f + '_ttbar'].name = 'ttbar_' + f + + corrs[y]['btag_eff_' + f + '_wjets'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btag_wjets.root:h_eff_bjets_m_deepjet', axis_names = ['eta','pt']) + corrs[y]['btag_eff_' + f + '_wjets'].description = 'btag eff (' + f +') for wjets in ' + y + corrs[y]['btag_eff_' + f + '_wjets'].data.flow = "clamp" + corrs[y]['btag_eff_' + f + '_wjets'].name = 'wjets_' + f + + + +file_description = 'b tag eff maps for UL' + +cset = {} + + +for y in corrs.keys(): + + cset[y] = correctionlib.schemav2.CorrectionSet( + schema_version=2, + description='{} ({})'.format(file_description, y), + corrections=[ + corrs[y]['btag_eff_b_ttbar'], + corrs[y]['btag_eff_c_ttbar'], + corrs[y]['btag_eff_udsg_ttbar'], + corrs[y]['btag_eff_b_wjets'], + corrs[y]['btag_eff_c_wjets'], + corrs[y]['btag_eff_udsg_wjets'], + ], + ) + + outfile_name = '{}_UL/btag_eff_{}{}.json'.format(y,y,syst) + with open(outfile_name, "w") as fout: + fout.write(cset[y].json(exclude_unset=True)) + + with gzip.open(outfile_name + ".gz" , "wt") as fout: + fout.write(cset[y].json(exclude_unset=True)) + + +test = json.dumps(cset['2018'].json(exclude_unset=True), + indent = 4) +print(test) From 17cc68f79b136cf58a7f22a6ffa08a03b6a38848 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 24 Nov 2022 13:26:45 +0100 Subject: [PATCH 075/284] btag SFs code --- .../btag_eff_2016postVFP.json.gz | Bin 596 -> 985 bytes .../2016preVFP_UL/btag_eff_2016preVFP.json.gz | Bin 594 -> 983 bytes .../btag_eff/2017_UL/btag_eff_2017.json.gz | Bin 572 -> 968 bytes .../btag_eff/2018_UL/btag_eff_2018.json.gz | Bin 574 -> 969 bytes .../btag_eff/convert_hist_to_corrlib.py | 4 +- include/topreco.hxx | 41 ++ src/topreco.cxx | 541 ++++++++++++++++++ 7 files changed, 584 insertions(+), 2 deletions(-) diff --git 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corrs[y]['btag_eff_' + f + '_ttbar'].data.flow = "clamp" corrs[y]['btag_eff_' + f + '_ttbar'].name = 'ttbar_' + f - corrs[y]['btag_eff_' + f + '_wjets'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btag_wjets.root:h_eff_bjets_m_deepjet', axis_names = ['eta','pt']) + corrs[y]['btag_eff_' + f + '_wjets'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btag_wjets.root:h_eff_' + f + 'jets_m_deepjet', axis_names = ['eta','pt']) corrs[y]['btag_eff_' + f + '_wjets'].description = 'btag eff (' + f +') for wjets in ' + y corrs[y]['btag_eff_' + f + '_wjets'].data.flow = "clamp" corrs[y]['btag_eff_' + f + '_wjets'].name = 'wjets_' + f diff --git a/include/topreco.hxx b/include/topreco.hxx index 42be92be..ca2a8009 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -171,6 +171,47 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, const std::string &el_id_sf_name ); + +ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, + const std::string &str_is_iso, + const std::string &str_is_reco, + const std::string &str_is_jjb, + const std::string &str_is_jjbb, + const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, + const std::string &str_nonbjet_pt_1, + const std::string &str_nonbjet_eta_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_flavor_1, + const std::string &str_nonbjet_pt_2, + const std::string &str_nonbjet_eta_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_nonbjet_flavor_2, + const std::string &str_bjet_pt_1, + const std::string &str_bjet_eta_1, + const std::string &str_bjet_btag_1, + const std::string &str_bjet_flavor_1, + const std::string &str_bjet_pt_2, + const std::string &str_bjet_eta_2, + const std::string &str_bjet_btag_2, + const std::string &str_bjet_flavor_2, + const std::string &str_btagw_nom, + const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, + const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, + const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, + const std::string &btag_eff_type, + const std::string &btag_wp + ); + } // end namespace topreco #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index c75ebe69..1c575a09 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1482,11 +1482,552 @@ ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, return df18; +} + + + + + + +ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, + const std::string &str_is_iso, + const std::string &str_is_reco, + const std::string &str_is_jjb, + const std::string &str_is_jjbb, + const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, + const std::string &str_nonbjet_pt_1, + const std::string &str_nonbjet_eta_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_flavor_1, + const std::string &str_nonbjet_pt_2, + const std::string &str_nonbjet_eta_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_nonbjet_flavor_2, + const std::string &str_bjet_pt_1, + const std::string &str_bjet_eta_1, + const std::string &str_bjet_btag_1, + const std::string &str_bjet_flavor_1, + const std::string &str_bjet_pt_2, + const std::string &str_bjet_eta_2, + const std::string &str_bjet_btag_2, + const std::string &str_bjet_flavor_2, + const std::string &str_btagw_nom, + const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, + const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, + const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, + const std::string &btag_eff_type, + const std::string &btag_wp + ) { + + + Logger::get("btagsf")->debug("Setting up functions for b tagging sf"); + Logger::get("btagsf")->debug("B tagging SF - File {}", btag_sf_file); + Logger::get("btagsf")->debug("B tagging SF - Name HF {}", btag_corr_algo_HF); + auto evaluator_btag_sf_HF = correction::CorrectionSet::from_file(btag_sf_file)->at(btag_corr_algo_HF); + Logger::get("btagsf")->debug("B tagging SF - Name LF {}", btag_corr_algo_LF); + auto evaluator_btag_sf_LF = correction::CorrectionSet::from_file(btag_sf_file)->at(btag_corr_algo_LF); + Logger::get("btagsf")->debug("B tagging EFF - File {}", btag_eff_file); + + + std::string btag_eff_name_b = "ttbar_b"; + std::string btag_eff_name_c = "ttbar_c"; + std::string btag_eff_name_udsg = "ttbar_udsg"; + if (btag_eff_type == "vjets") { + btag_eff_name_b = "wjets_b"; + btag_eff_name_c = "wjets_c"; + btag_eff_name_udsg = "wjets_udsg"; + } + + Logger::get("btagsf")->debug("B tagging EFF - Name {} b, {}", btag_eff_type, btag_eff_name_b); + auto evaluator_btag_eff_b = correction::CorrectionSet::from_file(btag_eff_file)->at(btag_eff_name_b); + Logger::get("btagsf")->debug("B tagging EFF - Name {} c, {}", btag_eff_type, btag_eff_name_c); + auto evaluator_btag_eff_c = correction::CorrectionSet::from_file(btag_eff_file)->at(btag_eff_name_c); + Logger::get("btagsf")->debug("B tagging EFF - Name {} udsg, {}", btag_eff_type, btag_eff_name_udsg); + auto evaluator_btag_eff_udsg = correction::CorrectionSet::from_file(btag_eff_file)->at(btag_eff_name_udsg); + + // 0 cerntal + // 1 HFup_correlated + // 2 HFup_uncorrelated + // 3 HFdown_correlated + // 4 HFdown_uncorrelated + // 5 LFup_correlated + // 6 LFup_uncorrelated + // 7 LFdown_correlated + // 8 LFdown_uncorrelatedOD + + const ROOT::RVec shift_HF { + "central", + "up_correlated", + "up_uncorrelated", + "down_correlated", + "down_uncorrelated", + "central", + "central", + "central", + "central" + }; + + const ROOT::RVec shift_LF { + "central", + "central", + "central", + "central", + "central", + "up_correlated", + "up_uncorrelated", + "down_correlated", + "down_uncorrelated" + }; + + auto btag_sf = [evaluator_btag_sf_HF, + evaluator_btag_sf_LF, + btag_corr_algo_HF, + btag_corr_algo_LF, + evaluator_btag_eff_b, + evaluator_btag_eff_c, + evaluator_btag_eff_udsg, + btag_wp, + shift_HF, + shift_LF + ](const int &is_iso, + const int &is_reco, + const int &is_jjb, + const int &is_jjbb, + const int &is_jjjb, + const int &is_jjjbb, + const float &nonbjet_pt_1, + const float &nonbjet_eta_1, + const float &nonbjet_btag_1, + const int &nonbjet_flavor_1, + const float &nonbjet_pt_2, + const float &nonbjet_eta_2, + const float &nonbjet_btag_2, + const int &nonbjet_flavor_2, + const float &bjet_pt_1, + const float &bjet_eta_1, + const float &bjet_btag_1, + const int &bjet_flavor_1, + const float &bjet_pt_2, + const float &bjet_eta_2, + const float &bjet_btag_2, + const int &bjet_flavor_2) { + + int n_var = shift_HF.size(); + + ROOT::RVec sf_vec(n_var, 1.); + + if (is_iso != +1 || is_reco == 0) return sf_vec; + + double P_MC = 1.; + ROOT::RVec P_data(n_var, 1.); + + ROOT::RVec sf_b1(n_var, 1.); + ROOT::RVec sf_b2(n_var, 1.); + ROOT::RVec sf_nonb1(n_var, 1.); + ROOT::RVec sf_nonb2(n_var, 1.); + + double eff_b1 = 1.; + double eff_b2 = 1.; + double eff_nonb1 = 1.; + double eff_nonb2 = 1.; + + + if (is_jjb) { + + Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug("nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, nonbjet_eta_1, nonbjet_pt_1); + + if (bjet_flavor_1 == 5) { + eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else if (bjet_flavor_1 == 4) { + eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else { + eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } + + + } + + + if (is_jjbb) { + + Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug("bjet 2 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_2, bjet_eta_2, bjet_pt_2); + + if (bjet_flavor_1 == 5) { + eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else if (bjet_flavor_1 == 4) { + eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else { + eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + + if (bjet_flavor_2 == 5) { + eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); + } + } + else if (bjet_flavor_2 == 4) { + eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); + } + } + else { + eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); + } + } + + P_MC *= (1 - eff_b2); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_b2[i] * eff_b2); + Logger::get("btagsf")->debug("updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", eff_b2, sf_b2[i], P_MC, P_data[i]); + } + + } + + + if (is_jjjb) { + + Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug("nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, nonbjet_eta_1, nonbjet_pt_1); + Logger::get("btagsf")->debug("nonbjet 2 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_2, nonbjet_eta_2, nonbjet_pt_2); + + if (bjet_flavor_1 == 5) { + eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else if (bjet_flavor_1 == 4) { + eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else { + eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } + + + if (nonbjet_flavor_2 == 5) { + eff_nonb2 = evaluator_btag_eff_b->evaluate({nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + } + else if (nonbjet_flavor_2 == 4) { + eff_nonb2 = evaluator_btag_eff_c->evaluate({nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + } + else { + eff_nonb2 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_nonb2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + } + + P_MC *= (1 - eff_nonb2); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); + Logger::get("btagsf")->debug("updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, P_data {}", eff_nonb2, sf_nonb2[i], P_MC, P_data[i]); + } + + + } + + + if (is_jjjbb) { + + Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug("bjet 2 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_2, bjet_eta_2, bjet_pt_2); + Logger::get("btagsf")->debug("nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, nonbjet_eta_1, nonbjet_pt_1); + + if (bjet_flavor_1 == 5) { + eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else if (bjet_flavor_1 == 4) { + eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + else { + eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); + } + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + + if (bjet_flavor_2 == 5) { + eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); + } + } + else if (bjet_flavor_2 == 4) { + eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); + } + } + else { + eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) { + sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); + } + } + + P_MC *= (1 - eff_b2); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_b2[i] * eff_b2); + Logger::get("btagsf")->debug("updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", eff_b2, sf_b2[i], P_MC, P_data[i]); + } + + + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) { + sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } + + + } + + for (int i = 0; i < n_var; i++) { + sf_vec[i] = P_data[i] / P_MC; + Logger::get("btagsf")->debug("final btag SF (var {}): {}", i, sf_vec[i]); + } + + + return sf_vec; + }; + + std::string str_btag_sf_vec = "btag_sf_vec"; + + auto df2 = df.Define(str_btag_sf_vec, + btag_sf, + {str_is_iso, str_is_reco, + str_is_jjb, str_is_jjbb, str_is_jjjb, str_is_jjjbb, + str_nonbjet_pt_1, str_nonbjet_eta_1, str_nonbjet_btag_1, str_nonbjet_flavor_1, + str_nonbjet_pt_2, str_nonbjet_eta_2, str_nonbjet_btag_2, str_nonbjet_flavor_2, + str_bjet_pt_1, str_bjet_eta_1, str_bjet_btag_1, str_bjet_flavor_1, + str_bjet_pt_2, str_bjet_eta_2, str_bjet_btag_2, str_bjet_flavor_2} + ); + + + auto df3 = df2.Define(str_btagw_nom, + [](const ROOT::RVec &sf_vec) { + return sf_vec[0]; + }, + {str_btag_sf_vec} + ); + + auto df4 = df3.Define(str_btagw_HFup_corr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[1]; + }, + {str_btag_sf_vec} + ); + + auto df5 = df4.Define(str_btagw_HFup_uncorr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[2]; + }, + {str_btag_sf_vec} + ); + + auto df6 = df5.Define(str_btagw_HFdown_corr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[3]; + }, + {str_btag_sf_vec} + ); + + auto df7 = df6.Define(str_btagw_HFdown_uncorr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[4]; + }, + {str_btag_sf_vec} + ); + + auto df8 = df7.Define(str_btagw_LFup_corr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[5]; + }, + {str_btag_sf_vec} + ); + + auto df9 = df8.Define(str_btagw_LFup_uncorr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[6]; + }, + {str_btag_sf_vec} + ); + + auto df10 = df9.Define(str_btagw_LFdown_corr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[7]; + }, + {str_btag_sf_vec} + ); + + auto df11 = df10.Define(str_btagw_LFdown_uncorr, + [](const ROOT::RVec &sf_vec) { + return sf_vec[8]; + }, + {str_btag_sf_vec} + ); + + + return df11; } + + } // end namespace topreco #endif /* GUARD_TOPRECO_H */ From 46eca80f3e9e22ebc9b803a4e9572deca9d88a8b Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 24 Nov 2022 15:38:30 +0100 Subject: [PATCH 076/284] missing files --- ...igger_iso_2016postVFP_UL_combined_syst.json.gz | Bin 0 -> 956 bytes ...rigger_iso_2016preVFP_UL_combined_syst.json.gz | Bin 0 -> 958 bytes .../trigger_iso_2017_UL_combined_syst.json.gz | Bin 0 -> 928 bytes .../trigger_iso_2018_UL_combined_syst.json.gz | Bin 0 -> 932 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/custom_sf/muon/2016postVFP_UL/trigger_iso_2016postVFP_UL_combined_syst.json.gz create mode 100644 data/custom_sf/muon/2016preVFP_UL/trigger_iso_2016preVFP_UL_combined_syst.json.gz create mode 100644 data/custom_sf/muon/2017_UL/trigger_iso_2017_UL_combined_syst.json.gz create mode 100644 data/custom_sf/muon/2018_UL/trigger_iso_2018_UL_combined_syst.json.gz diff --git 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d9efe770c748ccbe2425fec6884662628a62b8ef Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 24 Nov 2022 17:40:56 +0100 Subject: [PATCH 077/284] fixes for systs --- include/topreco.hxx | 1 + src/topreco.cxx | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index ca2a8009..a9ac2804 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -195,6 +195,7 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, const std::string &str_bjet_eta_2, const std::string &str_bjet_btag_2, const std::string &str_bjet_flavor_2, + const std::string &str_btag_sf_vec, const std::string &str_btagw_nom, const std::string &str_btagw_HFup_corr, const std::string &str_btagw_HFup_uncorr, diff --git a/src/topreco.cxx b/src/topreco.cxx index 1c575a09..1b5bdaa4 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1512,6 +1512,7 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, const std::string &str_bjet_eta_2, const std::string &str_bjet_btag_2, const std::string &str_bjet_flavor_2, + const std::string &str_btag_sf_vec, const std::string &str_btagw_nom, const std::string &str_btagw_HFup_corr, const std::string &str_btagw_HFup_uncorr, @@ -1944,7 +1945,6 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, return sf_vec; }; - std::string str_btag_sf_vec = "btag_sf_vec"; auto df2 = df.Define(str_btag_sf_vec, btag_sf, From 19358d17da752e70a615e28499e697bdc0b80893 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 1 Dec 2022 15:46:20 +0100 Subject: [PATCH 078/284] less loc and changed DNN vars definition --- include/topreco.hxx | 12 +-- src/topreco.cxx | 221 +++++++++++++++++--------------------------- 2 files changed, 90 insertions(+), 143 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index a9ac2804..e760d95c 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -112,16 +112,16 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, const std::string &str_jet_eta, const std::string &str_jet_phi, const std::string &str_jet_mass, - const std::string &str_dphi_top_tb, + const std::string &str_dphi_top_b1, const std::string &str_deta_top_sb, - const std::string &str_dphi_tb_sb, - const std::string &str_deta_lep_tb, - const std::string &str_m_lep_sb, - const std::string &str_pt_tb_sb, + const std::string &str_dphi_b1_b2, + const std::string &str_deta_lep_b1, + const std::string &str_m_lep_b2, + const std::string &str_pt_b1_b2, const std::string &str_costhetastar, const std::string &str_sumht, const std::string &str_wolfram, - const std::string &str_deta_topsb_tb + const std::string &str_deta_topb2_b1 ); diff --git a/src/topreco.cxx b/src/topreco.cxx index 1b5bdaa4..ecbf7bc4 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -820,26 +820,26 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, const std::string &str_jet_eta, const std::string &str_jet_phi, const std::string &str_jet_mass, - const std::string &str_dphi_top_tb, + const std::string &str_dphi_top_b1, const std::string &str_deta_top_sb, - const std::string &str_dphi_tb_sb, - const std::string &str_deta_lep_tb, - const std::string &str_m_lep_sb, - const std::string &str_pt_tb_sb, + const std::string &str_dphi_b1_b2, + const std::string &str_deta_lep_b1, + const std::string &str_m_lep_b2, + const std::string &str_pt_b1_b2, const std::string &str_costhetastar, const std::string &str_sumht, const std::string &str_wolfram, - const std::string &str_deta_topsb_tb + const std::string &str_deta_topb2_b1 ) { - auto df2 = df.Define(str_dphi_top_tb, + auto df2 = df.Define(str_dphi_top_b1, [](const int reco, const ROOT::Math::PtEtaPhiMVector &top, - const ROOT::Math::PtEtaPhiMVector &tb) { + const ROOT::Math::PtEtaPhiMVector &b1) { if (!reco) {return -10.0;} - return ROOT::Math::VectorUtil::DeltaPhi(top, tb); + return ROOT::Math::VectorUtil::DeltaPhi(top, b1); }, - {str_is_reco, str_top_p4, str_tb_p4} + {str_is_reco, str_top_p4, str_bjet_p4_1} ); auto df3 = df2.Define(str_deta_top_sb, @@ -852,44 +852,50 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, {str_is_reco, str_top_p4, str_sb_p4} ); - auto df4 = df3.Define(str_dphi_tb_sb, + auto df4 = df3.Define(str_dphi_b1_b2, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &tb, - const ROOT::Math::PtEtaPhiMVector &sb) { + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1) { if (!reco) {return -10.0;} - return ROOT::Math::VectorUtil::DeltaPhi(tb, sb); + if (b2.Pt() > 0) return ROOT::Math::VectorUtil::DeltaPhi(b1, b2); + return ROOT::Math::VectorUtil::DeltaPhi(b1, nonb1); }, - {str_is_reco, str_tb_p4, str_sb_p4} + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1} ); - auto df5 = df4.Define(str_deta_lep_tb, + auto df5 = df4.Define(str_deta_lep_b1, [](const int reco, const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &tb) { + const ROOT::Math::PtEtaPhiMVector &b1) { if (!reco) {return -10.0;} - return abs(lep.Eta() - tb.Eta()); + return abs(lep.Eta() - b1.Eta()); }, - {str_is_reco, str_lep_p4, str_tb_p4} + {str_is_reco, str_lep_p4, str_bjet_p4_1} ); - auto df6 = df5.Define(str_m_lep_sb, + auto df6 = df5.Define(str_m_lep_b2, [](const int reco, const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &sb) { - if (!reco) {return -10.0;} - return (lep + sb).M(); + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1) { + if (!reco) {return -10.0;} + if (b2.Pt() > 0) return (lep + b2).M(); + return (lep + nonb1).M(); }, - {str_is_reco, str_lep_p4, str_sb_p4} + {str_is_reco, str_lep_p4, str_bjet_p4_2, str_nonbjet_p4_1} ); - auto df7 = df6.Define(str_pt_tb_sb, + auto df7 = df6.Define(str_pt_b1_b2, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &tb, - const ROOT::Math::PtEtaPhiMVector &sb) { + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1) { if (!reco) {return -10.0;} - return (tb + sb).Pt(); + if (b2.Pt() > 0) return (b1 + b2).Pt(); + return (b1 + nonb1).Pt(); }, - {str_is_reco, str_tb_p4, str_sb_p4} + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1} ); auto df8 = df7.Define(str_costhetastar, @@ -921,14 +927,17 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, auto df9 = df8.Define(str_sumht, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &tb, - const ROOT::Math::PtEtaPhiMVector &sb, + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, const ROOT::Math::PtEtaPhiMVector &lep, const ROOT::Math::PtEtaPhiMVector &met) { if (!reco) {return -10.0;} - return tb.Pt() + sb.Pt() + lep.Pt() + met.Pt(); + double Ht = lep.Pt() + met.Pt(); + if (b1.Pt() > 0) Ht += b1.Pt(); + if (b2.Pt() > 0) Ht += b2.Pt(); + return Ht; }, - {str_is_reco, str_tb_p4, str_sb_p4, str_lep_p4, str_met_p4} + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_lep_p4, str_met_p4} ); @@ -988,15 +997,18 @@ ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, {str_is_reco, str_good_jetslowpt_mask, str_jet_pt, str_jet_eta, str_jet_phi, str_jet_mass} ); - auto df11 = df10.Define(str_deta_topsb_tb, + auto df11 = df10.Define(str_deta_topb2_b1, [](const int reco, - const ROOT::Math::PtEtaPhiMVector &tb, - const ROOT::Math::PtEtaPhiMVector &sb, + const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1, const ROOT::Math::PtEtaPhiMVector &wlep) { if (!reco) {return -10.0;} - return abs((sb + wlep).Eta() - tb.Eta()); + if (b2.Pt() > 0) return abs((b2 + wlep).Eta() - b1.Eta()); + return abs((nonb1 + wlep).Eta() - b1.Eta()); + }, - {str_is_reco, str_tb_p4, str_sb_p4, str_wlep_p4} + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1, str_wlep_p4} ); @@ -1590,16 +1602,11 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, "down_uncorrelated" }; - auto btag_sf = [evaluator_btag_sf_HF, - evaluator_btag_sf_LF, - btag_corr_algo_HF, - btag_corr_algo_LF, - evaluator_btag_eff_b, - evaluator_btag_eff_c, - evaluator_btag_eff_udsg, + auto btag_sf = [evaluator_btag_sf_HF, evaluator_btag_sf_LF, + btag_corr_algo_HF, btag_corr_algo_LF, + evaluator_btag_eff_b, evaluator_btag_eff_c, evaluator_btag_eff_udsg, btag_wp, - shift_HF, - shift_LF + shift_HF, shift_LF ](const int &is_iso, const int &is_reco, const int &is_jjb, @@ -1650,21 +1657,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; @@ -1676,21 +1677,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); @@ -1710,21 +1705,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; @@ -1736,21 +1725,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (bjet_flavor_2 == 5) { eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else if (bjet_flavor_2 == 4) { eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else { eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } P_MC *= (1 - eff_b2); @@ -1771,21 +1754,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; @@ -1797,21 +1774,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); @@ -1823,21 +1794,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (nonbjet_flavor_2 == 5) { eff_nonb2 = evaluator_btag_eff_b->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } else if (nonbjet_flavor_2 == 4) { eff_nonb2 = evaluator_btag_eff_c->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } else { eff_nonb2 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_nonb2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } P_MC *= (1 - eff_nonb2); @@ -1858,21 +1823,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; @@ -1884,21 +1843,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (bjet_flavor_2 == 5) { eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else if (bjet_flavor_2 == 4) { eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else { eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) { - sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } + for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } P_MC *= (1 - eff_b2); @@ -1910,21 +1863,15 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) { - sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); From 77448c8956212cfdc5f1fb0ecac65384cc2d441f Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Fri, 2 Dec 2022 11:04:00 +0100 Subject: [PATCH 079/284] fixing btag SFs for two bjet regions --- src/topreco.cxx | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/topreco.cxx b/src/topreco.cxx index ecbf7bc4..d2d02f3a 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1736,9 +1736,9 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } - P_MC *= (1 - eff_b2); + P_MC *= eff_b2; for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_b2[i] * eff_b2); + P_data[i] *= sf_b2[i] * eff_b2; Logger::get("btagsf")->debug("updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", eff_b2, sf_b2[i], P_MC, P_data[i]); } @@ -1854,9 +1854,9 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } - P_MC *= (1 - eff_b2); + P_MC *= eff_b2; for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_b2[i] * eff_b2); + P_data[i] *= sf_b2[i] * eff_b2; Logger::get("btagsf")->debug("updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", eff_b2, sf_b2[i], P_MC, P_data[i]); } From c59481c71c7e26db4948af196b12d4a77c62754c Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 5 Dec 2022 21:00:49 +0100 Subject: [PATCH 080/284] fixing btag SFs for nonbjets --- include/topreco.hxx | 3 +- src/topreco.cxx | 151 +++++++++++++++++++++++--------------------- 2 files changed, 82 insertions(+), 72 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index e760d95c..f4b2613d 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -210,7 +210,8 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, const std::string &btag_corr_algo_LF, const std::string &btag_eff_file, const std::string &btag_eff_type, - const std::string &btag_wp + const std::string &btag_wp, + const float &max_bjet_eta_sf ); } // end namespace topreco diff --git a/src/topreco.cxx b/src/topreco.cxx index d2d02f3a..f3fedb14 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1539,7 +1539,8 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, const std::string &btag_corr_algo_LF, const std::string &btag_eff_file, const std::string &btag_eff_type, - const std::string &btag_wp + const std::string &btag_wp, + const float &max_bjet_eta_sf ) { @@ -1605,7 +1606,7 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, auto btag_sf = [evaluator_btag_sf_HF, evaluator_btag_sf_LF, btag_corr_algo_HF, btag_corr_algo_LF, evaluator_btag_eff_b, evaluator_btag_eff_c, evaluator_btag_eff_udsg, - btag_wp, + btag_wp, max_bjet_eta_sf, shift_HF, shift_LF ](const int &is_iso, const int &is_reco, @@ -1675,23 +1676,25 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, } - if (nonbjet_flavor_1 == 5) { - eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else if (nonbjet_flavor_1 == 4) { - eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else { - eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - - P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); - Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } } @@ -1772,43 +1775,47 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, } - if (nonbjet_flavor_1 == 5) { - eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else if (nonbjet_flavor_1 == 4) { - eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else { - eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } } - P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); - Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); - } - - - if (nonbjet_flavor_2 == 5) { - eff_nonb2 = evaluator_btag_eff_b->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } - else if (nonbjet_flavor_2 == 4) { - eff_nonb2 = evaluator_btag_eff_c->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } - else { - eff_nonb2 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } - - P_MC *= (1 - eff_nonb2); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); - Logger::get("btagsf")->debug("updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, P_data {}", eff_nonb2, sf_nonb2[i], P_MC, P_data[i]); + if (std::abs(nonbjet_eta_2) < max_bjet_eta_sf) { + Logger::get("btagsf")->debug("val 1 {}, val 2 {}, < ??? {}", std::abs(nonbjet_eta_2), max_bjet_eta_sf, std::abs(nonbjet_eta_2) < max_bjet_eta_sf); + if (nonbjet_flavor_2 == 5) { + eff_nonb2 = evaluator_btag_eff_b->evaluate({nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + else if (nonbjet_flavor_2 == 4) { + eff_nonb2 = evaluator_btag_eff_c->evaluate({nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + else { + eff_nonb2 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + + P_MC *= (1 - eff_nonb2); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); + Logger::get("btagsf")->debug("updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, P_data {}", eff_nonb2, sf_nonb2[i], P_MC, P_data[i]); + } } @@ -1861,23 +1868,25 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, } - if (nonbjet_flavor_1 == 5) { - eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else if (nonbjet_flavor_1 == 4) { - eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else { - eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - - P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); - Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } } From 4a8dff5734273d97a2d4c21a1484cce7a48c9674 Mon Sep 17 00:00:00 2001 From: Nils Faltermann 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'2018_UL/btag_eff_2018.root'.replace('.root', syst + '.root') - - - - - - - - - - print(corrs.keys()) print(corrs) for y in corrs.keys(): - for f in ['b', 'c', 'udsg']: - corrs[y]['btag_eff_' + f + '_ttbar'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btag_ttbar.root:h_eff_' + f + 'jets_m_deepjet', axis_names = ['eta','pt']) - corrs[y]['btag_eff_' + f + '_ttbar'].description = 'btag eff (' + f +') for ttbar in ' + y - corrs[y]['btag_eff_' + f + '_ttbar'].data.flow = "clamp" - corrs[y]['btag_eff_' + f + '_ttbar'].name = 'ttbar_' + f + for f in ['b', 'c', 'l']: + corrs[y]['btag_eff_' + f + '_top'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btageff__top_' + y + '.root:h_eff_' + f, axis_names = ['eta','pt']) + corrs[y]['btag_eff_' + f + '_top'].description = 'btag eff (' + f +') for top in ' + y + corrs[y]['btag_eff_' + f + '_top'].data.flow = "clamp" + corrs[y]['btag_eff_' + f + '_top'].name = 'top_' + f - corrs[y]['btag_eff_' + f + '_wjets'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btag_wjets.root:h_eff_' + f + 'jets_m_deepjet', axis_names = ['eta','pt']) - corrs[y]['btag_eff_' + f + '_wjets'].description = 'btag eff (' + f +') for wjets in ' + y - corrs[y]['btag_eff_' + f + '_wjets'].data.flow = "clamp" - corrs[y]['btag_eff_' + f + '_wjets'].name = 'wjets_' + f + corrs[y]['btag_eff_' + f + '_ewk'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btageff__ewk_' + y + '.root:h_eff_' + f, axis_names = ['eta','pt']) + corrs[y]['btag_eff_' + f + '_ewk'].description = 'btag eff (' + f +') for ewk in ' + y + corrs[y]['btag_eff_' + f + '_ewk'].data.flow = "clamp" + corrs[y]['btag_eff_' + f + '_ewk'].name = 'ewk_' + f @@ -59,12 +49,12 @@ schema_version=2, description='{} ({})'.format(file_description, y), corrections=[ - corrs[y]['btag_eff_b_ttbar'], - corrs[y]['btag_eff_c_ttbar'], - corrs[y]['btag_eff_udsg_ttbar'], - corrs[y]['btag_eff_b_wjets'], - corrs[y]['btag_eff_c_wjets'], - corrs[y]['btag_eff_udsg_wjets'], + corrs[y]['btag_eff_b_top'], + corrs[y]['btag_eff_c_top'], + corrs[y]['btag_eff_l_top'], + corrs[y]['btag_eff_b_ewk'], + corrs[y]['btag_eff_c_ewk'], + corrs[y]['btag_eff_l_ewk'], ], ) diff --git a/src/topreco.cxx b/src/topreco.cxx index f3fedb14..09fe820f 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1553,13 +1553,13 @@ ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, Logger::get("btagsf")->debug("B tagging EFF - File {}", btag_eff_file); - std::string btag_eff_name_b = "ttbar_b"; - std::string btag_eff_name_c = "ttbar_c"; - std::string btag_eff_name_udsg = "ttbar_udsg"; - if (btag_eff_type == "vjets") { - btag_eff_name_b = "wjets_b"; - btag_eff_name_c = "wjets_c"; - btag_eff_name_udsg = "wjets_udsg"; + std::string btag_eff_name_b = "top_b"; + std::string btag_eff_name_c = "top_c"; + std::string btag_eff_name_udsg = "top_l"; + if (btag_eff_type == "ewk") { + btag_eff_name_b = "ewk_b"; + btag_eff_name_c = "ewk_c"; + btag_eff_name_udsg = "ewk_l"; } Logger::get("btagsf")->debug("B tagging EFF - Name {} b, {}", btag_eff_type, btag_eff_name_b); From 2d79ea2a70a9f99eece0613e2ca3316e6af6880a Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Tue, 6 Dec 2022 16:35:09 +0100 Subject: [PATCH 082/284] clarify description --- src/physicsobjects.cxx | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/physicsobjects.cxx b/src/physicsobjects.cxx index 2f89fabb..84bfb6e9 100644 --- a/src/physicsobjects.cxx +++ b/src/physicsobjects.cxx @@ -961,12 +961,12 @@ ROOT::RDF::RNode CutCBID(ROOT::RDF::RNode df, const std::string &maskname, df.Define(maskname, basefunctions::FilterMinInt(IDvalue), {nameID}); return df1; } -/// Function to cut electrons based on the cut based electron ID +/// Function to cut electrons based on failing the cut based electron ID /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to /// the dataframe \param[in] nameID name of the ID column in the NanoAOD -/// \param[in] IDvalue value of the WP the has to be passed +/// \param[in] IDvalue value of the WP the has to be failed /// /// \return a dataframe containing the new mask ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, From 41a7c4820522629e33d515ae8171bc8127dfb665 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Fri, 16 Dec 2022 13:33:51 +0100 Subject: [PATCH 083/284] lep index and subsequent optimization --- include/topreco.hxx | 4 +- src/topreco.cxx | 167 +++++++++++++++++++++++++++++--------------- 2 files changed, 115 insertions(+), 56 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index f4b2613d..d3df201e 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -42,7 +42,9 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_is_iso, const std::string &str_lep_p4, const std::string &str_lep_sceta, - const std::string &str_lep_charge + const std::string &str_lep_charge, + const std::string &str_mu_index, + const std::string &str_el_index ); double rad_py(double x, double lep_px); diff --git a/src/topreco.cxx b/src/topreco.cxx index 09fe820f..ea18edb8 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -50,7 +50,9 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const std::string &str_is_iso, const std::string &str_lep_p4, const std::string &str_lep_sceta, - const std::string &str_lep_charge + const std::string &str_lep_charge, + const std::string &str_mu_index, + const std::string &str_el_index ) { @@ -129,13 +131,85 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, ); + auto lep_mu_index = [](const int is_mu, + const int is_iso, + const ROOT::RVec &tight_muons_mask, + const ROOT::RVec &antitight_muons_mask) { + + Logger::get("lep_mu_index")->debug("mask mu {}, mask size mu {}, max in mu {}, index of max in mu {}", + tight_muons_mask, + tight_muons_mask.size(), + ROOT::VecOps::Max(tight_muons_mask), + ROOT::VecOps::ArgMax(tight_muons_mask)); + + int lep_mu_index = -1; + + if (is_iso == 0 || is_mu == 0) { + return lep_mu_index; + } + else if (is_iso == +1 && is_mu == 1) { + Logger::get("lep_mu_index")->debug("---> should reco iso mu..."); + lep_mu_index = ROOT::VecOps::ArgMax(tight_muons_mask); + } + else if (is_iso == -1 && is_mu == 1) { + Logger::get("lep_mu_index")->debug("---> should reco antiiso mu..."); + lep_mu_index = ROOT::VecOps::ArgMax(antitight_muons_mask); + } + + return lep_mu_index; + + }; + + auto df7 = df6.Define(str_mu_index, + lep_mu_index, + {str_is_mu, str_is_iso, + str_tight_muons_mask, + str_antitight_muons_mask} + ); + + + auto lep_el_index = [](const int is_el, + const int is_iso, + const ROOT::RVec &tight_electrons_mask, + const ROOT::RVec &antitight_electrons_mask) { + + Logger::get("lep_el_index")->debug("mask el {}, mask size el {}, max in el {}, index of max in el {}", + tight_electrons_mask, + tight_electrons_mask.size(), + ROOT::VecOps::Max(tight_electrons_mask), + ROOT::VecOps::ArgMax(tight_electrons_mask)); + + int lep_el_index = -1; + + if (is_iso == 0 || is_el == 0) { + return lep_el_index; + } + else if (is_iso == +1 && is_el == 1) { + Logger::get("lep_el_index")->debug("---> should reco iso el..."); + lep_el_index = ROOT::VecOps::ArgMax(tight_electrons_mask); + } + else if (is_iso == -1 && is_el == 1) { + Logger::get("lep_el_index")->debug("---> should reco antiiso el..."); + lep_el_index = ROOT::VecOps::ArgMax(antitight_electrons_mask); + } + + return lep_el_index; + + }; + + auto df7a = df7.Define(str_el_index, + lep_el_index, + {str_is_el, str_is_iso, + str_tight_electrons_mask, + str_antitight_electrons_mask} + ); + + auto lep_p4 = [](const int is_mu, const int is_el, const int is_iso, - const ROOT::RVec &tight_muons_mask, - const ROOT::RVec &tight_electrons_mask, - const ROOT::RVec &antitight_muons_mask, - const ROOT::RVec &antitight_electrons_mask, + const int mu_index, + const int el_index, const ROOT::RVec &mu_pt, const ROOT::RVec &mu_eta, const ROOT::RVec &mu_phi, @@ -145,15 +219,6 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, const ROOT::RVec &el_phi, const ROOT::RVec &el_mass) { - Logger::get("lep_p4")->debug("masks mu {}, el {}", - tight_muons_mask, tight_electrons_mask); - Logger::get("lep_p4")->debug("mask sizes mu {}, el {}", - tight_muons_mask.size(), tight_electrons_mask.size()); - Logger::get("lep_p4")->debug("max in mu {}, el {}", - ROOT::VecOps::Max(tight_muons_mask), ROOT::VecOps::Max(tight_electrons_mask)); - Logger::get("lep_p4")->debug("index of max in mu {}, el {}", - ROOT::VecOps::ArgMax(tight_muons_mask), ROOT::VecOps::ArgMax(tight_electrons_mask)); - auto lep = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); if (is_iso == 0) { @@ -161,34 +226,30 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, } else if (is_iso == +1) { if (is_mu) { - Logger::get("lep_p4")->debug("---> should reco iso mu..."); - lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2), - mu_eta.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2), - mu_phi.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2), - mu_mass.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2)); + lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(mu_index,-2), + mu_eta.at(mu_index,-2), + mu_phi.at(mu_index,-2), + mu_mass.at(mu_index,-2)); } else if (is_el) { - Logger::get("lep_p4")->debug("---> should reco iso el..."); - lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3), - el_eta.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3), - el_phi.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3), - el_mass.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3)); + lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(el_index,-3), + el_eta.at(el_index,-3), + el_phi.at(el_index,-3), + el_mass.at(el_index,-3)); } } else if (is_iso == -1) { if (is_mu) { - Logger::get("lep_p4")->debug("---> should reco antiiso mu..."); - lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4), - mu_eta.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4), - mu_phi.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4), - mu_mass.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4)); + lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(mu_index,-4), + mu_eta.at(mu_index,-4), + mu_phi.at(mu_index,-4), + mu_mass.at(mu_index,-4)); } else if (is_el) { - Logger::get("lep_p4")->debug("---> should reco antiiso el..."); - lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5), - el_eta.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5), - el_phi.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5), - el_mass.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5)); + lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(el_index,-5), + el_eta.at(el_index,-5), + el_phi.at(el_index,-5), + el_mass.at(el_index,-5)); } } else { @@ -202,19 +263,19 @@ ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, }; - auto df7 = df6.Define(str_lep_p4, + auto df7b = df7a.Define(str_lep_p4, lep_p4, {str_is_mu, str_is_el, str_is_iso, - str_tight_muons_mask, str_tight_electrons_mask, - str_antitight_muons_mask, str_antitight_electrons_mask, + str_mu_index, str_el_index, str_mu_pt, str_mu_eta, str_mu_phi, str_mu_mass, str_el_pt, str_el_eta, str_el_phi, str_el_mass} ); + + auto lep_sceta = [](const int is_el, const int is_iso, - const ROOT::RVec &tight_electrons_mask, - const ROOT::RVec &antitight_electrons_mask, + const int el_index, const ROOT::RVec &el_eta, const ROOT::RVec &el_detasc) { @@ -225,22 +286,21 @@ auto lep_sceta = [](const int is_el, } else if (is_iso == +1) { if (is_el) { - lep_sceta = el_eta.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-5) + el_detasc.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-5); + lep_sceta = el_eta.at(el_index,-5) + el_detasc.at(el_index,-5); } } else if (is_iso == -1) { if (is_el) { - lep_sceta = el_eta.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5) + el_detasc.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5); + lep_sceta = el_eta.at(el_index,-5) + el_detasc.at(el_index,-5); } } return lep_sceta; }; - auto df7b = df7.Define(str_lep_sceta, + auto df7c = df7b.Define(str_lep_sceta, lep_sceta, {str_is_el, str_is_iso, - str_tight_electrons_mask, - str_antitight_electrons_mask, + str_el_index, str_el_eta, str_el_detasc} ); @@ -249,10 +309,8 @@ auto lep_sceta = [](const int is_el, auto lep_charge= [](const int is_mu, const int is_el, const int is_iso, - const ROOT::RVec &tight_muons_mask, - const ROOT::RVec &tight_electrons_mask, - const ROOT::RVec &antitight_muons_mask, - const ROOT::RVec &antitight_electrons_mask, + const int mu_index, + const int el_index, const ROOT::RVec &mu_charge, const ROOT::RVec &el_charge) { @@ -263,18 +321,18 @@ auto lep_sceta = [](const int is_el, } else if (is_iso == +1) { if (is_mu) { - charge = mu_charge.at(ROOT::VecOps::ArgMax(tight_muons_mask),-2); + charge = mu_charge.at(mu_index,-2); } else if (is_el) { - charge = el_charge.at(ROOT::VecOps::ArgMax(tight_electrons_mask),-3); + charge = el_charge.at(el_index,-3); } } else if (is_iso == -1) { if (is_mu) { - charge = mu_charge.at(ROOT::VecOps::ArgMax(antitight_muons_mask),-4); + charge = mu_charge.at(mu_index,-4); } else if (is_el) { - charge = el_charge.at(ROOT::VecOps::ArgMax(antitight_electrons_mask),-5); + charge = el_charge.at(el_index,-5); } } else { @@ -285,11 +343,10 @@ auto lep_sceta = [](const int is_el, }; - auto df8 = df7b.Define(str_lep_charge, + auto df8 = df7c.Define(str_lep_charge, lep_charge, {str_is_mu, str_is_el, str_is_iso, - str_tight_muons_mask, str_tight_electrons_mask, - str_antitight_muons_mask, str_antitight_electrons_mask, + str_mu_index, str_el_index, str_mu_charge, str_el_charge} ); From ca3dfad6299f5c50ebb8bf42c36f5ce0c36e1b71 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 2 Jan 2023 17:13:08 +0100 Subject: [PATCH 084/284] veto only jets overlapping with iso lepton --- include/jets.hxx | 5 +++++ src/jets.cxx | 44 ++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 49 insertions(+) diff --git a/include/jets.hxx b/include/jets.hxx index ed046fe6..420d1e13 100644 --- a/include/jets.hxx +++ b/include/jets.hxx @@ -11,6 +11,11 @@ ROOT::RDF::RNode VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, const std::string &jet_eta, const std::string &jet_phi, const std::string &p4_1, const float &deltaRmin); +ROOT::RDF::RNode +VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, const std::string &output_col, + const std::string &jet_eta, const std::string &jet_phi, + const std::string &p4_1, const std::string &lep_is_iso, + const float &deltaRmin); ROOT::RDF::RNode OrderJetsByPt(ROOT::RDF::RNode df, const std::string &output_col, const std::string &jet_pt, diff --git a/src/jets.cxx b/src/jets.cxx index d9a75c55..e38497d0 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -107,6 +107,50 @@ VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, return df1; } +/// Function to veto jets overlapping with particle candidates (with isolation condition) +/// +/// \param[in] df the input dataframe +/// \param[out] output_col the name of the produced mask \param[in] jet_eta name +/// of the jet etas \param[in] jet_phi name of the jet phis \param[in] p4_1 four +/// vector of the first particle candidate \param[in] deltaRmin minimum required +/// distance in dR between jets and particle candidates +/// +/// \return a dataframe containing the new mask +ROOT::RDF::RNode +VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, const std::string &output_col, + const std::string &jet_eta, const std::string &jet_phi, + const std::string &p4_1, const std::string &lep_is_iso, + const float &deltaRmin) { + auto df1 = df.Define( + output_col, + [deltaRmin](const ROOT::RVec &jet_eta, + const ROOT::RVec &jet_phi, + const ROOT::Math::PtEtaPhiMVector &p4_1, + const int &lep_is_iso) { + Logger::get("VetoOverlappingJets")->debug("Checking jets"); + ROOT::RVec mask(jet_eta.size(), 1); + for (std::size_t idx = 0; idx < mask.size(); ++idx) { + ROOT::Math::RhoEtaPhiVectorF jet(0, jet_eta.at(idx), + jet_phi.at(idx)); + Logger::get("VetoOverlappingJets") + ->debug("Jet: Eta: {} Phi: {} ", jet.Eta(), jet.Phi()); + Logger::get("VetoOverlappingJets") + ->debug("Letpon 1 {}: Eta: {} Phi: {}, Pt{}", p4_1, + p4_1.Eta(), p4_1.Phi(), p4_1.Pt()); + auto deltaR_1 = ROOT::Math::VectorUtil::DeltaR(jet, p4_1); + Logger::get("VetoOverlappingJets") + ->debug("DeltaR 1 {}", deltaR_1); + if (lep_is_iso == +1) + mask[idx] = (deltaR_1 > deltaRmin); + } + Logger::get("VetoOverlappingJets") + ->debug("vetomask due to overlap: {}", mask); + return mask; + }, + {jet_eta, jet_phi, p4_1, lep_is_iso}); + return df1; +} + /// Function to determine pt order of jets /// /// \param[in] df the input dataframe From 0b3be959c87d7da4c9a8a268f30d1e6d54daf3bb Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Feb 2023 10:29:29 +0100 Subject: [PATCH 085/284] clang format --- code_generation/analysis_template.cxx | 6 +- code_generation/subset_template.cxx | 4 +- include/jets.hxx | 23 +- include/physicsobjects.hxx | 29 +- include/topreco.hxx | 325 +-- src/jets.cxx | 41 +- src/physicsobjects.cxx | 75 +- src/topreco.cxx | 3843 ++++++++++++------------- 8 files changed, 2102 insertions(+), 2244 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index c3295cbe..0147edec 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -131,8 +131,10 @@ int main(int argc, char *argv[]) { commit_meta.Branch(commit_hash.c_str(), &setup_clean); commit_meta.Fill(); commit_meta.Write(); - TTree analysis_commit_meta = TTree("analysis_commit", "analysis_commit"); - analysis_commit_meta.Branch(analysis_commit_hash.c_str(), &analysis_setup_clean); + TTree analysis_commit_meta = + TTree("analysis_commit", "analysis_commit"); + analysis_commit_meta.Branch(analysis_commit_hash.c_str(), + &analysis_setup_clean); analysis_commit_meta.Fill(); analysis_commit_meta.Write(); TH1D cutflow; diff --git a/code_generation/subset_template.cxx b/code_generation/subset_template.cxx index f9f42298..a347ecce 100644 --- a/code_generation/subset_template.cxx +++ b/code_generation/subset_template.cxx @@ -22,7 +22,7 @@ #include #include #include -ROOT::RDF::RNode {subsetname} (ROOT::RDF::RNode df0) { +ROOT::RDF::RNode{subsetname}(ROOT::RDF::RNode df0) { -// { commands } + // { commands } } diff --git a/include/jets.hxx b/include/jets.hxx index 420d1e13..85acf221 100644 --- a/include/jets.hxx +++ b/include/jets.hxx @@ -11,11 +11,13 @@ ROOT::RDF::RNode VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, const std::string &jet_eta, const std::string &jet_phi, const std::string &p4_1, const float &deltaRmin); -ROOT::RDF::RNode -VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, const std::string &output_col, - const std::string &jet_eta, const std::string &jet_phi, - const std::string &p4_1, const std::string &lep_is_iso, - const float &deltaRmin); +ROOT::RDF::RNode VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, + const std::string &output_col, + const std::string &jet_eta, + const std::string &jet_phi, + const std::string &p4_1, + const std::string &lep_is_iso, + const float &deltaRmin); ROOT::RDF::RNode OrderJetsByPt(ROOT::RDF::RNode df, const std::string &output_col, const std::string &jet_pt, @@ -53,8 +55,8 @@ ROOT::RDF::RNode CutRawID(ROOT::RDF::RNode df, const std::string &quantity, const std::string &maskname, const float &idThreshold); ROOT::RDF::RNode AntiCutRawID(ROOT::RDF::RNode df, const std::string &quantity, - const std::string &maskname, - const float &idThreshold); + const std::string &maskname, + const float &idThreshold); } // end namespace jet } // end namespace physicsobject @@ -67,10 +69,9 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, const std::string &btagcolumn, const std::string &jetcollection, const int &position); - ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &flavorcolumn, - const std::string &jetcollection, - const int &position); +ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &flavorcolumn, + const std::string &jetcollection, const int &position); } // end namespace jet } // end namespace quantities #endif /* GUARDJETS_H */ diff --git a/include/physicsobjects.hxx b/include/physicsobjects.hxx index 9075aa3d..b4f01c8f 100644 --- a/include/physicsobjects.hxx +++ b/include/physicsobjects.hxx @@ -85,9 +85,10 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, const std::string &isolationName, const float &Threshold); -ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, const std::string &maskname, - const std::string &isolationName, - const float &Threshold); +ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, + const std::string &maskname, + const std::string &isolationName, + const float &Threshold); ROOT::RDF::RNode GenerateRndmRVec(ROOT::RDF::RNode df, const std::string &outputname, const std::string &objCollection, int seed); @@ -154,26 +155,20 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, ROOT::RDF::RNode CutCBID(ROOT::RDF::RNode df, const std::string &maskname, const std::string &nameID, const int &IDvalue); ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, - const std::string &nameID, const int &IDvalue); + const std::string &nameID, const int &IDvalue); ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, const std::string &isolationName, const float &Threshold); ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, const std::string &eta, - const std::string &detasc, const std::string &dxy, - const std::string &dz, - const std::string &maskname, const float &abseta_eb_ee, const float &max_dxy_eb, - const float &max_dz_eb, - const float &max_dxy_ee, - const float &max_dz_ee - ); + const std::string &detasc, const std::string &dxy, + const std::string &dz, const std::string &maskname, + const float &abseta_eb_ee, const float &max_dxy_eb, + const float &max_dz_eb, const float &max_dxy_ee, + const float &max_dz_ee); ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, const std::string &eta, - const std::string &detasc, - const std::string &maskname, - const float &end_eb, - const float &start_ee - ); - + const std::string &detasc, const std::string &maskname, + const float &end_eb, const float &start_ee); } // end namespace electron } // namespace physicsobject diff --git a/include/topreco.hxx b/include/topreco.hxx index d3df201e..7a55b386 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -5,216 +5,145 @@ #include "ROOT/RDataFrame.hxx" #include "ROOT/RVec.hxx" #include "TVector2.h" +#include #include #include #include -#include namespace topreco { -ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, - const std::string &str_n_loose_mu, - const std::string &str_n_loose_el, - const std::string &str_n_tight_mu, - const std::string &str_n_tight_el, - const std::string &str_tight_muons_mask, - const std::string &str_tight_electrons_mask, - const std::string &str_n_antitight_mu, - const std::string &str_n_antitight_el, - const std::string &str_antitight_muons_mask, - const std::string &str_antitight_electrons_mask, - const std::string &str_mu_pt, - const std::string &str_mu_eta, - const std::string &str_mu_phi, - const std::string &str_mu_mass, - const std::string &str_mu_charge, - const std::string &str_el_pt, - const std::string &str_el_eta, - const std::string &str_el_detasc, - const std::string &str_el_phi, - const std::string &str_el_mass, - const std::string &str_el_charge, - const std::string &str_n_loose_lep, - const std::string &str_n_tight_lep, - const std::string &str_n_antitight_lep, - const std::string &str_is_mu, - const std::string &str_is_el, - const std::string &str_is_iso, - const std::string &str_lep_p4, - const std::string &str_lep_sceta, - const std::string &str_lep_charge, - const std::string &str_mu_index, - const std::string &str_el_index - ); +ROOT::RDF::RNode LeptonSelection( + ROOT::RDF::RNode df, const std::string &str_n_loose_mu, + const std::string &str_n_loose_el, const std::string &str_n_tight_mu, + const std::string &str_n_tight_el, const std::string &str_tight_muons_mask, + const std::string &str_tight_electrons_mask, + const std::string &str_n_antitight_mu, + const std::string &str_n_antitight_el, + const std::string &str_antitight_muons_mask, + const std::string &str_antitight_electrons_mask, + const std::string &str_mu_pt, const std::string &str_mu_eta, + const std::string &str_mu_phi, const std::string &str_mu_mass, + const std::string &str_mu_charge, const std::string &str_el_pt, + const std::string &str_el_eta, const std::string &str_el_detasc, + const std::string &str_el_phi, const std::string &str_el_mass, + const std::string &str_el_charge, const std::string &str_n_loose_lep, + const std::string &str_n_tight_lep, const std::string &str_n_antitight_lep, + const std::string &str_is_mu, const std::string &str_is_el, + const std::string &str_is_iso, const std::string &str_lep_p4, + const std::string &str_lep_sceta, const std::string &str_lep_charge, + const std::string &str_mu_index, const std::string &str_el_index); double rad_py(double x, double lep_px); double min_fplus(double *par); double min_fminus(double *par); -void fcn_plus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag); -void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag); +void fcn_plus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, + Int_t iflag); +void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, + Int_t iflag); ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, - const std::string &str_lep_p4, - const std::string &str_met_p4, - const std::string &str_lepw_p4 - ); - - -ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, - const int &njets, - const int &nbjets, - const std::string &str_good_jets_mask, - const std::string &str_good_bjets_mask - ); - - - -ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, - const std::string &str_wlep_p4, - const std::string &str_n_nonbjets, - const std::string &str_nonbjet_p4_1, - const std::string &str_nonbjet_btag_1, - const std::string &str_nonbjet_p4_2, - const std::string &str_nonbjet_btag_2, - const std::string &str_n_bjets, - const std::string &str_bjet_p4_1, - const std::string &str_bjet_btag_1, - const std::string &str_bjet_p4_2, - const std::string &str_bjet_btag_2, - const std::string &str_is_reco, - const std::string &str_is_jjb, - const std::string &str_is_jjbb, - const std::string &str_is_jjjb, - const std::string &str_is_jjjbb, - const std::string &str_reco_p4s, - const std::string &str_top_p4, - const std::string &str_tb_p4, - const std::string &str_sb_p4 - ); - - -ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, - const std::string &str_is_reco, - const std::string &str_lep_p4, - const std::string &str_met_p4, - const std::string &str_wlep_p4, - const std::string &str_nonbjet_p4_1, - const std::string &str_nonbjet_btag_1, - const std::string &str_nonbjet_p4_2, - const std::string &str_nonbjet_btag_2, - const std::string &str_bjet_p4_1, - const std::string &str_bjet_btag_1, - const std::string &str_bjet_p4_2, - const std::string &str_bjet_btag_2, - const std::string &str_top_p4, - const std::string &str_tb_p4, - const std::string &str_sb_p4, - const std::string &str_good_jetslowpt_mask, - const std::string &str_jet_pt, - const std::string &str_jet_eta, - const std::string &str_jet_phi, - const std::string &str_jet_mass, - const std::string &str_dphi_top_b1, - const std::string &str_deta_top_sb, - const std::string &str_dphi_b1_b2, - const std::string &str_deta_lep_b1, - const std::string &str_m_lep_b2, - const std::string &str_pt_b1_b2, - const std::string &str_costhetastar, - const std::string &str_sumht, - const std::string &str_wolfram, - const std::string &str_deta_topb2_b1 - ); - - - -ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, - const std::string &str_lep_pt, - const std::string &str_lep_eta, - const std::string &str_lep_sceta, - const std::string &str_lep_is_mu, - const std::string &str_lep_is_el, - const std::string &str_lep_is_iso, - const std::string &str_lep_sf_mu_trigger_nom, - const std::string &str_lep_sf_mu_trigger_up, - const std::string &str_lep_sf_mu_trigger_down, - const std::string &str_lep_sf_mu_iso_nom, - const std::string &str_lep_sf_mu_iso_up, - const std::string &str_lep_sf_mu_iso_down, - const std::string &str_lep_sf_mu_id_nom, - const std::string &str_lep_sf_mu_id_up, - const std::string &str_lep_sf_mu_id_down, - const std::string &str_lep_sf_el_trigger_nom, - const std::string &str_lep_sf_el_trigger_up, - const std::string &str_lep_sf_el_trigger_down, - const std::string &str_lep_sf_el_id_nom, - const std::string &str_lep_sf_el_id_up, - const std::string &str_lep_sf_el_id_down, - const std::string &str_lep_sf_el_reco_nom, - const std::string &str_lep_sf_el_reco_up, - const std::string &str_lep_sf_el_reco_down, - const std::string &mu_sf_era, - const std::string &mu_trigger_sf_file, - const std::string &mu_trigger_sf_file_syst, - const std::string &mu_trigger_sf_name, - const std::string &mu_trigger_sf_name_syst, - const std::string &mu_iso_sf_file, - const std::string &mu_iso_sf_file_syst, - const std::string &mu_iso_sf_name, - const std::string &mu_iso_sf_name_syst, - const std::string &mu_sf_file, - const std::string &mu_id_sf_name, - const std::string &el_sf_era, - const std::string &el_trigger_sf_file, - const std::string &el_trigger_sf_file_syst, - const std::string &el_trigger_sf_name, - const std::string &el_trigger_sf_name_syst, - const std::string &el_sf_file, - const std::string &el_id_sf_name - ); - - -ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, - const std::string &str_is_iso, - const std::string &str_is_reco, - const std::string &str_is_jjb, - const std::string &str_is_jjbb, - const std::string &str_is_jjjb, - const std::string &str_is_jjjbb, - const std::string &str_nonbjet_pt_1, - const std::string &str_nonbjet_eta_1, - const std::string &str_nonbjet_btag_1, - const std::string &str_nonbjet_flavor_1, - const std::string &str_nonbjet_pt_2, - const std::string &str_nonbjet_eta_2, - const std::string &str_nonbjet_btag_2, - const std::string &str_nonbjet_flavor_2, - const std::string &str_bjet_pt_1, - const std::string &str_bjet_eta_1, - const std::string &str_bjet_btag_1, - const std::string &str_bjet_flavor_1, - const std::string &str_bjet_pt_2, - const std::string &str_bjet_eta_2, - const std::string &str_bjet_btag_2, - const std::string &str_bjet_flavor_2, - const std::string &str_btag_sf_vec, - const std::string &str_btagw_nom, - const std::string &str_btagw_HFup_corr, - const std::string &str_btagw_HFup_uncorr, - const std::string &str_btagw_HFdown_corr, - const std::string &str_btagw_HFdown_uncorr, - const std::string &str_btagw_LFup_corr, - const std::string &str_btagw_LFup_uncorr, - const std::string &str_btagw_LFdown_corr, - const std::string &str_btagw_LFdown_uncorr, - const std::string &btag_sf_file, - const std::string &btag_corr_algo_HF, - const std::string &btag_corr_algo_LF, - const std::string &btag_eff_file, - const std::string &btag_eff_type, - const std::string &btag_wp, - const float &max_bjet_eta_sf - ); + const std::string &str_lep_p4, + const std::string &str_met_p4, + const std::string &str_lepw_p4); + +ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, + const int &nbjets, + const std::string &str_good_jets_mask, + const std::string &str_good_bjets_mask); + +ROOT::RDF::RNode +TopReco(ROOT::RDF::RNode df, const std::string &str_wlep_p4, + const std::string &str_n_nonbjets, const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, const std::string &str_n_bjets, + const std::string &str_bjet_p4_1, const std::string &str_bjet_btag_1, + const std::string &str_bjet_p4_2, const std::string &str_bjet_btag_2, + const std::string &str_is_reco, const std::string &str_is_jjb, + const std::string &str_is_jjbb, const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, const std::string &str_reco_p4s, + const std::string &str_top_p4, const std::string &str_tb_p4, + const std::string &str_sb_p4); + +ROOT::RDF::RNode DNNQuantities( + ROOT::RDF::RNode df, const std::string &str_is_reco, + const std::string &str_lep_p4, const std::string &str_met_p4, + const std::string &str_wlep_p4, const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, const std::string &str_bjet_p4_1, + const std::string &str_bjet_btag_1, const std::string &str_bjet_p4_2, + const std::string &str_bjet_btag_2, const std::string &str_top_p4, + const std::string &str_tb_p4, const std::string &str_sb_p4, + const std::string &str_good_jetslowpt_mask, const std::string &str_jet_pt, + const std::string &str_jet_eta, const std::string &str_jet_phi, + const std::string &str_jet_mass, const std::string &str_dphi_top_b1, + const std::string &str_deta_top_sb, const std::string &str_dphi_b1_b2, + const std::string &str_deta_lep_b1, const std::string &str_m_lep_b2, + const std::string &str_pt_b1_b2, const std::string &str_costhetastar, + const std::string &str_sumht, const std::string &str_wolfram, + const std::string &str_deta_topb2_b1); + +ROOT::RDF::RNode LeptonScaleFactors( + ROOT::RDF::RNode df, const std::string &str_lep_pt, + const std::string &str_lep_eta, const std::string &str_lep_sceta, + const std::string &str_lep_is_mu, const std::string &str_lep_is_el, + const std::string &str_lep_is_iso, + const std::string &str_lep_sf_mu_trigger_nom, + const std::string &str_lep_sf_mu_trigger_up, + const std::string &str_lep_sf_mu_trigger_down, + const std::string &str_lep_sf_mu_iso_nom, + const std::string &str_lep_sf_mu_iso_up, + const std::string &str_lep_sf_mu_iso_down, + const std::string &str_lep_sf_mu_id_nom, + const std::string &str_lep_sf_mu_id_up, + const std::string &str_lep_sf_mu_id_down, + const std::string &str_lep_sf_el_trigger_nom, + const std::string &str_lep_sf_el_trigger_up, + const std::string &str_lep_sf_el_trigger_down, + const std::string &str_lep_sf_el_id_nom, + const std::string &str_lep_sf_el_id_up, + const std::string &str_lep_sf_el_id_down, + const std::string &str_lep_sf_el_reco_nom, + const std::string &str_lep_sf_el_reco_up, + const std::string &str_lep_sf_el_reco_down, const std::string &mu_sf_era, + const std::string &mu_trigger_sf_file, + const std::string &mu_trigger_sf_file_syst, + const std::string &mu_trigger_sf_name, + const std::string &mu_trigger_sf_name_syst, + const std::string &mu_iso_sf_file, const std::string &mu_iso_sf_file_syst, + const std::string &mu_iso_sf_name, const std::string &mu_iso_sf_name_syst, + const std::string &mu_sf_file, const std::string &mu_id_sf_name, + const std::string &el_sf_era, const std::string &el_trigger_sf_file, + const std::string &el_trigger_sf_file_syst, + const std::string &el_trigger_sf_name, + const std::string &el_trigger_sf_name_syst, const std::string &el_sf_file, + const std::string &el_id_sf_name); + +ROOT::RDF::RNode BTagScaleFactors( + ROOT::RDF::RNode df, const std::string &str_is_iso, + const std::string &str_is_reco, const std::string &str_is_jjb, + const std::string &str_is_jjbb, const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, const std::string &str_nonbjet_pt_1, + const std::string &str_nonbjet_eta_1, const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_flavor_1, + const std::string &str_nonbjet_pt_2, const std::string &str_nonbjet_eta_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_nonbjet_flavor_2, const std::string &str_bjet_pt_1, + const std::string &str_bjet_eta_1, const std::string &str_bjet_btag_1, + const std::string &str_bjet_flavor_1, const std::string &str_bjet_pt_2, + const std::string &str_bjet_eta_2, const std::string &str_bjet_btag_2, + const std::string &str_bjet_flavor_2, const std::string &str_btag_sf_vec, + const std::string &str_btagw_nom, const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, const std::string &btag_eff_type, + const std::string &btag_wp, const float &max_bjet_eta_sf); } // end namespace topreco diff --git a/src/jets.cxx b/src/jets.cxx index e38497d0..df0a0f21 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -107,7 +107,8 @@ VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, return df1; } -/// Function to veto jets overlapping with particle candidates (with isolation condition) +/// Function to veto jets overlapping with particle candidates (with isolation +/// condition) /// /// \param[in] df the input dataframe /// \param[out] output_col the name of the produced mask \param[in] jet_eta name @@ -116,17 +117,18 @@ VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, /// distance in dR between jets and particle candidates /// /// \return a dataframe containing the new mask -ROOT::RDF::RNode -VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, const std::string &output_col, - const std::string &jet_eta, const std::string &jet_phi, - const std::string &p4_1, const std::string &lep_is_iso, - const float &deltaRmin) { +ROOT::RDF::RNode VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, + const std::string &output_col, + const std::string &jet_eta, + const std::string &jet_phi, + const std::string &p4_1, + const std::string &lep_is_iso, + const float &deltaRmin) { auto df1 = df.Define( output_col, - [deltaRmin](const ROOT::RVec &jet_eta, - const ROOT::RVec &jet_phi, - const ROOT::Math::PtEtaPhiMVector &p4_1, - const int &lep_is_iso) { + [deltaRmin]( + const ROOT::RVec &jet_eta, const ROOT::RVec &jet_phi, + const ROOT::Math::PtEtaPhiMVector &p4_1, const int &lep_is_iso) { Logger::get("VetoOverlappingJets")->debug("Checking jets"); ROOT::RVec mask(jet_eta.size(), 1); for (std::size_t idx = 0; idx < mask.size(); ++idx) { @@ -140,8 +142,8 @@ VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, const std::string &output_col auto deltaR_1 = ROOT::Math::VectorUtil::DeltaR(jet, p4_1); Logger::get("VetoOverlappingJets") ->debug("DeltaR 1 {}", deltaR_1); - if (lep_is_iso == +1) - mask[idx] = (deltaR_1 > deltaRmin); + if (lep_is_iso == +1) + mask[idx] = (deltaR_1 > deltaRmin); } Logger::get("VetoOverlappingJets") ->debug("vetomask due to overlap: {}", mask); @@ -570,11 +572,11 @@ ROOT::RDF::RNode CutRawID(ROOT::RDF::RNode df, const std::string &quantity, /// \param[in] idThreshold maximal ID value /// /// \return a dataframe containing the new mask - ROOT::RDF::RNode AntiCutRawID(ROOT::RDF::RNode df, const std::string &quantity, - const std::string &maskname, - const float &idThreshold) { +ROOT::RDF::RNode AntiCutRawID(ROOT::RDF::RNode df, const std::string &quantity, + const std::string &maskname, + const float &idThreshold) { auto df1 = - df.Define(maskname, basefunctions::FilterMax(idThreshold), {quantity}); + df.Define(maskname, basefunctions::FilterMax(idThreshold), {quantity}); return df1; } } // end namespace jet @@ -644,10 +646,9 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, /// /// \returns a dataframe with the new column - ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &flavorcolumn, - const std::string &jetcollection, - const int &position) { +ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &flavorcolumn, + const std::string &jetcollection, const int &position) { return df.Define(outputname, [position](const ROOT::RVec &flavorvalue, const ROOT::RVec &jetcollection) { diff --git a/src/physicsobjects.cxx b/src/physicsobjects.cxx index 84bfb6e9..917dd5e5 100644 --- a/src/physicsobjects.cxx +++ b/src/physicsobjects.cxx @@ -445,9 +445,10 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, /// dataframe \param[in] Threshold minimal isolation threshold /// /// \return a dataframe containing the new mask -ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, const std::string &maskname, - const std::string &isolationName, - const float &Threshold) { +ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, + const std::string &maskname, + const std::string &isolationName, + const float &Threshold) { auto df1 = df.Define(maskname, basefunctions::FilterMin(Threshold), {isolationName}); return df1; @@ -970,7 +971,7 @@ ROOT::RDF::RNode CutCBID(ROOT::RDF::RNode df, const std::string &maskname, /// /// \return a dataframe containing the new mask ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, - const std::string &nameID, const int &IDvalue) { + const std::string &nameID, const int &IDvalue) { auto df1 = df.Define(maskname, basefunctions::FilterMaxInt(IDvalue), {nameID}); return df1; @@ -992,7 +993,8 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, {isolationName}); return df1; } -/// Function to select electrons below an Dxy and Dz threshold, based on the electrons supercluster +/// Function to select electrons below an Dxy and Dz threshold, based on the +/// electrons supercluster /// /// \param[in] df the input dataframe /// \param[in] quantity name of the electron eta column in the NanoAOD @@ -1008,36 +1010,30 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, /// \param[in] Threshold maximal Dz value in the endcap /// /// \return a dataframe containing the new mask -ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, - const std::string &eta, - const std::string &detasc, - const std::string &dxy, - const std::string &dz, - const std::string &maskname, - const float &abseta_eb_ee, - const float &max_dxy_eb, - const float &max_dz_eb, - const float &max_dxy_ee, - const float &max_dz_ee -) { - auto lambda = [abseta_eb_ee, max_dxy_eb, max_dz_eb, max_dxy_ee, max_dz_ee] -(const ROOT::RVec &eta, -const ROOT::RVec &detasc, - const ROOT::RVec &dxy, - const ROOT::RVec &dz) { - ROOT::RVec mask = - (((abs(eta + detasc) < abseta_eb_ee) && (dxy < max_dxy_eb) && - (dz < max_dz_eb)) || - ((abs(eta + detasc) >= abseta_eb_ee) && (dxy < max_dxy_ee) && - (dz < max_dz_ee))); +ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, const std::string &eta, + const std::string &detasc, const std::string &dxy, + const std::string &dz, const std::string &maskname, + const float &abseta_eb_ee, const float &max_dxy_eb, + const float &max_dz_eb, const float &max_dxy_ee, + const float &max_dz_ee) { + auto lambda = [abseta_eb_ee, max_dxy_eb, max_dz_eb, max_dxy_ee, + max_dz_ee](const ROOT::RVec &eta, + const ROOT::RVec &detasc, + const ROOT::RVec &dxy, + const ROOT::RVec &dz) { + ROOT::RVec mask = (((abs(eta + detasc) < abseta_eb_ee) && + (dxy < max_dxy_eb) && (dz < max_dz_eb)) || + ((abs(eta + detasc) >= abseta_eb_ee) && + (dxy < max_dxy_ee) && (dz < max_dz_ee))); return mask; }; - auto df1 = df.Define(maskname, lambda, {eta, detasc, dxy, dz}); + auto df1 = df.Define(maskname, lambda, {eta, detasc, dxy, dz}); return df1; } -/// Function to veto electrons in the transition region of EB and EE, based on the electrons supercluster +/// Function to veto electrons in the transition region of EB and EE, based on +/// the electrons supercluster /// /// \param[in] df the input dataframe /// \param[in] quantity name of the electron eta column in the NanoAOD @@ -1048,27 +1044,20 @@ const ROOT::RVec &detasc, /// \param[in] abs(eta) of the end of the transition region /// /// \return a dataframe containing the new mask -ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, - const std::string &eta, - const std::string &detasc, - const std::string &maskname, - const float &end_eb, - const float &start_ee) { - auto lambda = [end_eb, start_ee] -(const ROOT::RVec &eta, -const ROOT::RVec &detasc -) { +ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, const std::string &eta, + const std::string &detasc, const std::string &maskname, + const float &end_eb, const float &start_ee) { + auto lambda = [end_eb, start_ee](const ROOT::RVec &eta, + const ROOT::RVec &detasc) { ROOT::RVec mask = - (abs(eta + detasc) < end_eb) || (abs(eta + detasc) > start_ee); + (abs(eta + detasc) < end_eb) || (abs(eta + detasc) > start_ee); return mask; }; - auto df1 = df.Define(maskname, lambda, {eta, detasc}); + auto df1 = df.Define(maskname, lambda, {eta, detasc}); return df1; } - - } // end namespace electron } // namespace physicsobject diff --git a/src/topreco.cxx b/src/topreco.cxx index ea18edb8..28b8821c 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -7,2040 +7,1981 @@ #include "ROOT/RDFHelpers.hxx" #include "ROOT/RDataFrame.hxx" #include "ROOT/RVec.hxx" +#include "TMinuit.h" #include "TVector2.h" +#include "correction.h" +#include #include #include #include -#include "TMinuit.h" -#include -#include "correction.h" -const float W_MASS = 80.377; // PDG value as of 10/22 +const float W_MASS = 80.377; // PDG value as of 10/22 const float TOP_MASS = 172.5; // gen mass namespace topreco { -ROOT::RDF::RNode LeptonSelection(ROOT::RDF::RNode df, - const std::string &str_n_loose_mu, - const std::string &str_n_loose_el, - const std::string &str_n_tight_mu, - const std::string &str_n_tight_el, - const std::string &str_tight_muons_mask, - const std::string &str_tight_electrons_mask, - const std::string &str_n_antitight_mu, - const std::string &str_n_antitight_el, - const std::string &str_antitight_muons_mask, - const std::string &str_antitight_electrons_mask, - const std::string &str_mu_pt, - const std::string &str_mu_eta, - const std::string &str_mu_phi, - const std::string &str_mu_mass, - const std::string &str_mu_charge, - const std::string &str_el_pt, - const std::string &str_el_eta, - const std::string &str_el_detasc, - const std::string &str_el_phi, - const std::string &str_el_mass, - const std::string &str_el_charge, - const std::string &str_n_loose_lep, - const std::string &str_n_tight_lep, - const std::string &str_n_antitight_lep, - const std::string &str_is_mu, - const std::string &str_is_el, - const std::string &str_is_iso, - const std::string &str_lep_p4, - const std::string &str_lep_sceta, - const std::string &str_lep_charge, - const std::string &str_mu_index, - const std::string &str_el_index - ) { - - - auto df1 = df.Define(str_n_loose_lep, - [](const int &n_loose_mu, - const int &n_loose_el) { - Logger::get("lepsel")->debug("size of n_loose_mu and n_loose_el: {} {}", - n_loose_mu, n_loose_el); - return n_loose_mu + n_loose_el; - }, - {str_n_loose_mu, str_n_loose_el} - ); - - auto df2 = df1.Define(str_n_tight_lep, - [](const int &n_tight_mu, - const int &n_tight_el) { - Logger::get("lepsel")->debug("size of n_tight_mu and n_tight_el: {} {}", - n_tight_mu, n_tight_el); - return n_tight_mu + n_tight_el; - }, - {str_n_tight_mu, str_n_tight_el} - ); - - auto df3 = df2.Define(str_n_antitight_lep, - [](const int &n_antitight_mu, - const int &n_antitight_el) { - Logger::get("lepsel")->debug("size of n_antitight_mu and n_antitight_el: {} {}", - n_antitight_mu, n_antitight_el); - return n_antitight_mu + n_antitight_el; - }, - {str_n_antitight_mu, str_n_antitight_el} - ); - - auto df4 = df3.Define(str_is_mu, - [](const int &n_tight_mu, - const int &n_antitight_mu, - const int &n_loose_lep, - const int &n_tight_lep, - const int &n_antitight_lep) { - return int(((n_tight_mu == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)) || ((n_antitight_mu == 1) && (n_loose_lep == 0) && (n_antitight_lep == 1))); - }, - {str_n_tight_mu, str_n_antitight_mu, str_n_loose_lep, str_n_tight_lep, str_n_antitight_lep} - ); - - auto df5 = df4.Define(str_is_el, - [](const int &n_tight_el, - const int &n_antitight_el, - const int &n_loose_lep, - const int &n_tight_lep, - const int &n_antitight_lep) { - return int(((n_tight_el == 1) && (n_loose_lep == 1) && (n_tight_lep == 1)) || ((n_antitight_el == 1 )&& (n_loose_lep == 0) && (n_antitight_lep == 1))); - }, - {str_n_tight_el, str_n_antitight_el, str_n_loose_lep, str_n_tight_lep, str_n_antitight_lep} - ); - - - auto is_iso = [](const int &is_mu, - const int &is_el, - const int &n_tight_lep, - const int &n_antitight_lep){ - - if (is_mu || is_el) { - if (n_tight_lep == 1) - return +1; - if (n_antitight_lep == 1) - return -1; - } - - return 0; - }; - - auto df6 = df5.Define(str_is_iso, - is_iso, - {str_is_mu, str_is_el, - str_n_tight_lep, str_n_antitight_lep} - ); - - - auto lep_mu_index = [](const int is_mu, - const int is_iso, - const ROOT::RVec &tight_muons_mask, - const ROOT::RVec &antitight_muons_mask) { - - Logger::get("lep_mu_index")->debug("mask mu {}, mask size mu {}, max in mu {}, index of max in mu {}", - tight_muons_mask, - tight_muons_mask.size(), - ROOT::VecOps::Max(tight_muons_mask), - ROOT::VecOps::ArgMax(tight_muons_mask)); - - int lep_mu_index = -1; - - if (is_iso == 0 || is_mu == 0) { - return lep_mu_index; - } - else if (is_iso == +1 && is_mu == 1) { - Logger::get("lep_mu_index")->debug("---> should reco iso mu..."); - lep_mu_index = ROOT::VecOps::ArgMax(tight_muons_mask); - } - else if (is_iso == -1 && is_mu == 1) { - Logger::get("lep_mu_index")->debug("---> should reco antiiso mu..."); - lep_mu_index = ROOT::VecOps::ArgMax(antitight_muons_mask); - } - - return lep_mu_index; - - }; - - auto df7 = df6.Define(str_mu_index, - lep_mu_index, - {str_is_mu, str_is_iso, - str_tight_muons_mask, - str_antitight_muons_mask} - ); - - - auto lep_el_index = [](const int is_el, - const int is_iso, - const ROOT::RVec &tight_electrons_mask, - const ROOT::RVec &antitight_electrons_mask) { - - Logger::get("lep_el_index")->debug("mask el {}, mask size el {}, max in el {}, index of max in el {}", - tight_electrons_mask, - tight_electrons_mask.size(), - ROOT::VecOps::Max(tight_electrons_mask), - ROOT::VecOps::ArgMax(tight_electrons_mask)); - - int lep_el_index = -1; - - if (is_iso == 0 || is_el == 0) { - return lep_el_index; - } - else if (is_iso == +1 && is_el == 1) { - Logger::get("lep_el_index")->debug("---> should reco iso el..."); - lep_el_index = ROOT::VecOps::ArgMax(tight_electrons_mask); - } - else if (is_iso == -1 && is_el == 1) { - Logger::get("lep_el_index")->debug("---> should reco antiiso el..."); - lep_el_index = ROOT::VecOps::ArgMax(antitight_electrons_mask); - } - - return lep_el_index; - - }; - - auto df7a = df7.Define(str_el_index, - lep_el_index, - {str_is_el, str_is_iso, - str_tight_electrons_mask, - str_antitight_electrons_mask} - ); - - - auto lep_p4 = [](const int is_mu, - const int is_el, - const int is_iso, - const int mu_index, - const int el_index, - const ROOT::RVec &mu_pt, - const ROOT::RVec &mu_eta, - const ROOT::RVec &mu_phi, - const ROOT::RVec &mu_mass, - const ROOT::RVec &el_pt, - const ROOT::RVec &el_eta, - const ROOT::RVec &el_phi, - const ROOT::RVec &el_mass) { - - auto lep = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10); - - if (is_iso == 0) { - return lep; - } - else if (is_iso == +1) { - if (is_mu) { - lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(mu_index,-2), - mu_eta.at(mu_index,-2), - mu_phi.at(mu_index,-2), - mu_mass.at(mu_index,-2)); - } - else if (is_el) { - lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(el_index,-3), - el_eta.at(el_index,-3), - el_phi.at(el_index,-3), - el_mass.at(el_index,-3)); - } - } - else if (is_iso == -1) { - if (is_mu) { - lep = ROOT::Math::PtEtaPhiMVector(mu_pt.at(mu_index,-4), - mu_eta.at(mu_index,-4), - mu_phi.at(mu_index,-4), - mu_mass.at(mu_index,-4)); - } - else if (is_el) { - lep = ROOT::Math::PtEtaPhiMVector(el_pt.at(el_index,-5), - el_eta.at(el_index,-5), - el_phi.at(el_index,-5), - el_mass.at(el_index,-5)); - } - } - else { - lep = ROOT::Math::PtEtaPhiMVector(-6,-6,-6,-6); - } - - Logger::get("final_lep")->debug("building p4 from lepton with {} {} {} {}", - lep.Pt(), lep.Eta(), lep.Phi(), lep.M()); - - return lep; - - }; - - auto df7b = df7a.Define(str_lep_p4, - lep_p4, - {str_is_mu, str_is_el, str_is_iso, - str_mu_index, str_el_index, - str_mu_pt, str_mu_eta, str_mu_phi, str_mu_mass, - str_el_pt, str_el_eta, str_el_phi, str_el_mass} - ); - - - -auto lep_sceta = [](const int is_el, - const int is_iso, - const int el_index, - const ROOT::RVec &el_eta, - const ROOT::RVec &el_detasc) { - - float lep_sceta = -10; - - if (is_iso == 0) { - return lep_sceta; - } - else if (is_iso == +1) { - if (is_el) { - lep_sceta = el_eta.at(el_index,-5) + el_detasc.at(el_index,-5); - } - } - else if (is_iso == -1) { - if (is_el) { - lep_sceta = el_eta.at(el_index,-5) + el_detasc.at(el_index,-5); - } - } - return lep_sceta; - }; - - auto df7c = df7b.Define(str_lep_sceta, - lep_sceta, - {str_is_el, str_is_iso, - str_el_index, - str_el_eta, str_el_detasc} - ); - - - - auto lep_charge= [](const int is_mu, - const int is_el, - const int is_iso, - const int mu_index, - const int el_index, - const ROOT::RVec &mu_charge, - const ROOT::RVec &el_charge) { - - int charge = -10; +ROOT::RDF::RNode LeptonSelection( + ROOT::RDF::RNode df, const std::string &str_n_loose_mu, + const std::string &str_n_loose_el, const std::string &str_n_tight_mu, + const std::string &str_n_tight_el, const std::string &str_tight_muons_mask, + const std::string &str_tight_electrons_mask, + const std::string &str_n_antitight_mu, + const std::string &str_n_antitight_el, + const std::string &str_antitight_muons_mask, + const std::string &str_antitight_electrons_mask, + const std::string &str_mu_pt, const std::string &str_mu_eta, + const std::string &str_mu_phi, const std::string &str_mu_mass, + const std::string &str_mu_charge, const std::string &str_el_pt, + const std::string &str_el_eta, const std::string &str_el_detasc, + const std::string &str_el_phi, const std::string &str_el_mass, + const std::string &str_el_charge, const std::string &str_n_loose_lep, + const std::string &str_n_tight_lep, const std::string &str_n_antitight_lep, + const std::string &str_is_mu, const std::string &str_is_el, + const std::string &str_is_iso, const std::string &str_lep_p4, + const std::string &str_lep_sceta, const std::string &str_lep_charge, + const std::string &str_mu_index, const std::string &str_el_index) { + + auto df1 = df.Define(str_n_loose_lep, + [](const int &n_loose_mu, const int &n_loose_el) { + Logger::get("lepsel")->debug( + "size of n_loose_mu and n_loose_el: {} {}", + n_loose_mu, n_loose_el); + return n_loose_mu + n_loose_el; + }, + {str_n_loose_mu, str_n_loose_el}); + + auto df2 = df1.Define(str_n_tight_lep, + [](const int &n_tight_mu, const int &n_tight_el) { + Logger::get("lepsel")->debug( + "size of n_tight_mu and n_tight_el: {} {}", + n_tight_mu, n_tight_el); + return n_tight_mu + n_tight_el; + }, + {str_n_tight_mu, str_n_tight_el}); + + auto df3 = + df2.Define(str_n_antitight_lep, + [](const int &n_antitight_mu, const int &n_antitight_el) { + Logger::get("lepsel")->debug( + "size of n_antitight_mu and n_antitight_el: {} {}", + n_antitight_mu, n_antitight_el); + return n_antitight_mu + n_antitight_el; + }, + {str_n_antitight_mu, str_n_antitight_el}); + + auto df4 = df3.Define( + str_is_mu, + [](const int &n_tight_mu, const int &n_antitight_mu, + const int &n_loose_lep, const int &n_tight_lep, + const int &n_antitight_lep) { + return int(((n_tight_mu == 1) && (n_loose_lep == 1) && + (n_tight_lep == 1)) || + ((n_antitight_mu == 1) && (n_loose_lep == 0) && + (n_antitight_lep == 1))); + }, + {str_n_tight_mu, str_n_antitight_mu, str_n_loose_lep, str_n_tight_lep, + str_n_antitight_lep}); + + auto df5 = df4.Define( + str_is_el, + [](const int &n_tight_el, const int &n_antitight_el, + const int &n_loose_lep, const int &n_tight_lep, + const int &n_antitight_lep) { + return int(((n_tight_el == 1) && (n_loose_lep == 1) && + (n_tight_lep == 1)) || + ((n_antitight_el == 1) && (n_loose_lep == 0) && + (n_antitight_lep == 1))); + }, + {str_n_tight_el, str_n_antitight_el, str_n_loose_lep, str_n_tight_lep, + str_n_antitight_lep}); + + auto is_iso = [](const int &is_mu, const int &is_el, const int &n_tight_lep, + const int &n_antitight_lep) { + if (is_mu || is_el) { + if (n_tight_lep == 1) + return +1; + if (n_antitight_lep == 1) + return -1; + } + + return 0; + }; - if (is_iso == 0) { - return charge; - } - else if (is_iso == +1) { - if (is_mu) { - charge = mu_charge.at(mu_index,-2); - } - else if (is_el) { - charge = el_charge.at(el_index,-3); - } - } - else if (is_iso == -1) { - if (is_mu) { - charge = mu_charge.at(mu_index,-4); - } - else if (is_el) { - charge = el_charge.at(el_index,-5); - } - } - else { - charge = -6; - } + auto df6 = df5.Define( + str_is_iso, is_iso, + {str_is_mu, str_is_el, str_n_tight_lep, str_n_antitight_lep}); + + auto lep_mu_index = [](const int is_mu, const int is_iso, + const ROOT::RVec &tight_muons_mask, + const ROOT::RVec &antitight_muons_mask) { + Logger::get("lep_mu_index") + ->debug("mask mu {}, mask size mu {}, max in mu {}, index of max " + "in mu {}", + tight_muons_mask, tight_muons_mask.size(), + ROOT::VecOps::Max(tight_muons_mask), + ROOT::VecOps::ArgMax(tight_muons_mask)); + + int lep_mu_index = -1; + + if (is_iso == 0 || is_mu == 0) { + return lep_mu_index; + } else if (is_iso == +1 && is_mu == 1) { + Logger::get("lep_mu_index")->debug("---> should reco iso mu..."); + lep_mu_index = ROOT::VecOps::ArgMax(tight_muons_mask); + } else if (is_iso == -1 && is_mu == 1) { + Logger::get("lep_mu_index") + ->debug("---> should reco antiiso mu..."); + lep_mu_index = ROOT::VecOps::ArgMax(antitight_muons_mask); + } + + return lep_mu_index; + }; - return charge; - }; + auto df7 = df6.Define(str_mu_index, lep_mu_index, + {str_is_mu, str_is_iso, str_tight_muons_mask, + str_antitight_muons_mask}); + + auto lep_el_index = [](const int is_el, const int is_iso, + const ROOT::RVec &tight_electrons_mask, + const ROOT::RVec &antitight_electrons_mask) { + Logger::get("lep_el_index") + ->debug("mask el {}, mask size el {}, max in el {}, index of max " + "in el {}", + tight_electrons_mask, tight_electrons_mask.size(), + ROOT::VecOps::Max(tight_electrons_mask), + ROOT::VecOps::ArgMax(tight_electrons_mask)); + + int lep_el_index = -1; + + if (is_iso == 0 || is_el == 0) { + return lep_el_index; + } else if (is_iso == +1 && is_el == 1) { + Logger::get("lep_el_index")->debug("---> should reco iso el..."); + lep_el_index = ROOT::VecOps::ArgMax(tight_electrons_mask); + } else if (is_iso == -1 && is_el == 1) { + Logger::get("lep_el_index") + ->debug("---> should reco antiiso el..."); + lep_el_index = ROOT::VecOps::ArgMax(antitight_electrons_mask); + } + + return lep_el_index; + }; + auto df7a = df7.Define(str_el_index, lep_el_index, + {str_is_el, str_is_iso, str_tight_electrons_mask, + str_antitight_electrons_mask}); + + auto lep_p4 = + [](const int is_mu, const int is_el, const int is_iso, + const int mu_index, const int el_index, + const ROOT::RVec &mu_pt, const ROOT::RVec &mu_eta, + const ROOT::RVec &mu_phi, const ROOT::RVec &mu_mass, + const ROOT::RVec &el_pt, const ROOT::RVec &el_eta, + const ROOT::RVec &el_phi, const ROOT::RVec &el_mass) { + auto lep = ROOT::Math::PtEtaPhiMVector(-10, -10, -10, -10); + + if (is_iso == 0) { + return lep; + } else if (is_iso == +1) { + if (is_mu) { + lep = ROOT::Math::PtEtaPhiMVector( + mu_pt.at(mu_index, -2), mu_eta.at(mu_index, -2), + mu_phi.at(mu_index, -2), mu_mass.at(mu_index, -2)); + } else if (is_el) { + lep = ROOT::Math::PtEtaPhiMVector( + el_pt.at(el_index, -3), el_eta.at(el_index, -3), + el_phi.at(el_index, -3), el_mass.at(el_index, -3)); + } + } else if (is_iso == -1) { + if (is_mu) { + lep = ROOT::Math::PtEtaPhiMVector( + mu_pt.at(mu_index, -4), mu_eta.at(mu_index, -4), + mu_phi.at(mu_index, -4), mu_mass.at(mu_index, -4)); + } else if (is_el) { + lep = ROOT::Math::PtEtaPhiMVector( + el_pt.at(el_index, -5), el_eta.at(el_index, -5), + el_phi.at(el_index, -5), el_mass.at(el_index, -5)); + } + } else { + lep = ROOT::Math::PtEtaPhiMVector(-6, -6, -6, -6); + } + + Logger::get("final_lep") + ->debug("building p4 from lepton with {} {} {} {}", lep.Pt(), + lep.Eta(), lep.Phi(), lep.M()); + + return lep; + }; + + auto df7b = df7a.Define(str_lep_p4, lep_p4, + {str_is_mu, str_is_el, str_is_iso, str_mu_index, + str_el_index, str_mu_pt, str_mu_eta, str_mu_phi, + str_mu_mass, str_el_pt, str_el_eta, str_el_phi, + str_el_mass}); + + auto lep_sceta = [](const int is_el, const int is_iso, const int el_index, + const ROOT::RVec &el_eta, + const ROOT::RVec &el_detasc) { + float lep_sceta = -10; + + if (is_iso == 0) { + return lep_sceta; + } else if (is_iso == +1) { + if (is_el) { + lep_sceta = + el_eta.at(el_index, -5) + el_detasc.at(el_index, -5); + } + } else if (is_iso == -1) { + if (is_el) { + lep_sceta = + el_eta.at(el_index, -5) + el_detasc.at(el_index, -5); + } + } + return lep_sceta; + }; - auto df8 = df7c.Define(str_lep_charge, - lep_charge, - {str_is_mu, str_is_el, str_is_iso, - str_mu_index, str_el_index, - str_mu_charge, - str_el_charge} - ); + auto df7c = df7b.Define( + str_lep_sceta, lep_sceta, + {str_is_el, str_is_iso, str_el_index, str_el_eta, str_el_detasc}); + + auto lep_charge = [](const int is_mu, const int is_el, const int is_iso, + const int mu_index, const int el_index, + const ROOT::RVec &mu_charge, + const ROOT::RVec &el_charge) { + int charge = -10; + + if (is_iso == 0) { + return charge; + } else if (is_iso == +1) { + if (is_mu) { + charge = mu_charge.at(mu_index, -2); + } else if (is_el) { + charge = el_charge.at(el_index, -3); + } + } else if (is_iso == -1) { + if (is_mu) { + charge = mu_charge.at(mu_index, -4); + } else if (is_el) { + charge = el_charge.at(el_index, -5); + } + } else { + charge = -6; + } + + return charge; + }; + auto df8 = df7c.Define(str_lep_charge, lep_charge, + {str_is_mu, str_is_el, str_is_iso, str_mu_index, + str_el_index, str_mu_charge, str_el_charge}); - return df8; + return df8; } - - - - // helper function for minimizer constraint double rad_py(double x, double lep_px) { - return W_MASS*W_MASS + 4*lep_px*x; + return W_MASS * W_MASS + 4 * lep_px * x; } // the delta plus function with the py nu plus solution double min_fplus(double *par) { - // par[0] = x, par[1] = lep_px, par[2] = lep_py, par[3] = lep_pt, par[4] = px_miss, par[5] = py_miss - double r = rad_py(par[0],par[1]); - double y = 0; - //double res = 99999; - //if (r>=0) { - y = (W_MASS*W_MASS * par[2] + 2 * par[1] * par[2] * par[0] + W_MASS * par[3] * sqrt(r))/(2 * par[1]*par[1]); - double res = sqrt((par[0]-par[4])*(par[0]-par[4]) + (y-par[5])*(y-par[5])); - // } - // else // FIXME: proper constraint in TMinuit? - // res = 99999; - return res; + // par[0] = x, par[1] = lep_px, par[2] = lep_py, par[3] = lep_pt, par[4] = + // px_miss, par[5] = py_miss + double r = rad_py(par[0], par[1]); + double y = 0; + // double res = 99999; + // if (r>=0) { + y = (W_MASS * W_MASS * par[2] + 2 * par[1] * par[2] * par[0] + + W_MASS * par[3] * sqrt(r)) / + (2 * par[1] * par[1]); + double res = sqrt((par[0] - par[4]) * (par[0] - par[4]) + + (y - par[5]) * (y - par[5])); + // } + // else // FIXME: proper constraint in TMinuit? + // res = 99999; + return res; } // the delta minus function with the py nu minus solution double min_fminus(double *par) { - // par[0] = x, par[1] = lep_px, par[2] = lep_py, par[3] = lep_pt, par[4] = px_miss, par[5] = py_miss - double r = rad_py(par[0],par[1]); - double y = 0; - double res = 99999; - if (r>=0) { - y = (W_MASS*W_MASS * par[2] + 2 * par[1] * par[2] * par[0] - W_MASS * par[3] * sqrt(r))/(2 * par[1]*par[1]); - res = sqrt((par[0]-par[4])*(par[0]-par[4]) + (y-par[5])*(y-par[5])); - } - else - res = 99999; - return res; + // par[0] = x, par[1] = lep_px, par[2] = lep_py, par[3] = lep_pt, par[4] = + // px_miss, par[5] = py_miss + double r = rad_py(par[0], par[1]); + double y = 0; + double res = 99999; + if (r >= 0) { + y = (W_MASS * W_MASS * par[2] + 2 * par[1] * par[2] * par[0] - + W_MASS * par[3] * sqrt(r)) / + (2 * par[1] * par[1]); + res = sqrt((par[0] - par[4]) * (par[0] - par[4]) + + (y - par[5]) * (y - par[5])); + } else + res = 99999; + return res; } - // TMinuit fit function for the py nu plus solution -void fcn_plus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag) { - f = min_fplus(par); +void fcn_plus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, + Int_t iflag) { + f = min_fplus(par); } // TMinuit fit function for the py nu minus solution -void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, Int_t iflag) { -f = min_fminus(par); +void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, + Int_t iflag) { + f = min_fminus(par); } ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, - const std::string &str_lep_p4, - const std::string &str_met_p4, - const std::string &str_wlep_p4 - ) { - - auto leptonicW = [](const ROOT::Math::PtEtaPhiMVector lep_p4, - const ROOT::Math::PtEtaPhiMVector met_p4) { - - auto wlep_p4 = ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10) ; - - if (lep_p4.Pt() < 0) - return wlep_p4; - - double lep_e = lep_p4.E(); - double lep_pt = lep_p4.Pt(); - double lep_px = lep_p4.Px(); - double lep_py = lep_p4.Py(); - double lep_pz = lep_p4.Pz(); - - ROOT::Math::PtEtaPhiMVector nu_p4 = met_p4; - double nu_e = met_p4.Pt(); - double nu_px = met_p4.Px(); - double nu_py = met_p4.Py(); - - bool solution_is_real; - - - Logger::get("wlep")->debug("building wlep p4 from lepton with E: {} px: {} py: {} pz: {}", - lep_e, lep_px, lep_py, lep_pz); - Logger::get("wlep")->debug("building wlep p4 from pTmiss with E: {} px: {} py: {} pz: ???", - nu_e, nu_px, nu_py); - - // definition of the constant mu in Eq. 4.5 (here called alpha to not confuse mu and nu) - // also converting p_T and cos dphi into p_x and p_y - double alpha = (W_MASS*W_MASS)/2 + (lep_px*nu_px) + (lep_py*nu_py); - - // for p_z,nu there is a quadratic equation with up to two solutions as shown in Eq. 4.6 and A.7 - // (NOTE: there is a 'power of two' missing in the first denominator of Eq. 4.6) - // first, check if we have complex solution, i.e. if the radicand is negative - double rad = ((alpha*alpha * lep_pz*lep_pz)/(lep_pt*lep_pt*lep_pt*lep_pt)) - ((lep_e*lep_e * nu_e*nu_e - alpha*alpha)/(lep_pt*lep_pt)); - - if(rad < 0){ - // complex solutions, in around 30% of all cases - // cout << "Complex neutrino p_z" << endl; - - // assumption: p_T^miss does not directly correspond to p_T,nu - // set m_T^W to m^W, result is a quadratic equation for p_(x,y) that depends on p_(y,x) - - // save p_x^miss and p_y^miss as we need them later to determine the better solution - - Logger::get("wlep")->debug("complex solution"); - - double px_miss = nu_px; - double py_miss = nu_py; - - Logger::get("wlep")->debug("complex debug point 1"); - - // initialize TMinuit with a maximum of 6 params for py nu plus and minus solution - TMinuit *gMinuit_plus = new TMinuit(5); - TMinuit *gMinuit_minus = new TMinuit(5); - - Logger::get("wlep")->debug("complex debug point 2"); - - // TMinuit *gMinuit_plus = new TMinuit(5); - gMinuit_plus->SetFCN(fcn_plus); - - // TMinuit *gMinuit_minus = new TMinuit(5); - gMinuit_minus->SetFCN(fcn_minus); - - Logger::get("wlep")->debug("complex debug point 3"); - - double arglist[10]; - int ierflg = 0; - - // no print - arglist[0] = -1; - gMinuit_plus->mnexcm("SET PRI", arglist, 1, ierflg); - gMinuit_minus->mnexcm("SET PRI", arglist, 1, ierflg); - - // no warnings - arglist[0] = -1; - gMinuit_plus->mnexcm("SET NOW", arglist, 1, ierflg); - gMinuit_minus->mnexcm("SET NOW", arglist, 1, ierflg); - // gMinuit_plus->mnexcm("SET WAR", arglist, 1, ierflg); - // gMinuit_minus->mnexcm("SET WAR", arglist, 1, ierflg); - - Logger::get("wlep")->debug("complex debug point 4"); - - - /* - // set accuracy - arglist[0] = 1.E-5L; - gMinuit_plus->mnexcm("SET EPS", arglist, 1, ierflg); - gMinuit_minus->mnexcm("SET EPS", arglist, 1, ierflg); - */ - // set error - arglist[0] = 1; // 0.5 for lnL, 1 for chi2 - // set the 1 sigma tolerance for the change in FCN - // that determines when a function has been minimized - gMinuit_plus->mnexcm("SET ERR", arglist, 1, ierflg); - gMinuit_minus->mnexcm("SET ERR", arglist, 1, ierflg); - - // set strategy (0 is less accurate, 1 is default, 2 is more accurate) - arglist[0] = 0; - gMinuit_plus->mnexcm("SET STR", arglist, 1, ierflg); - gMinuit_minus->mnexcm("SET STR", arglist, 1, ierflg); - - Logger::get("wlep")->debug("complex debug point 5"); - - // set start value and range of x and fix all other params - static double start_val = 0; - static double step = 0.00001; - double lower = -9999; - double upper = 9999; - if (lep_px > 0) { - lower = -W_MASS*W_MASS/(4*lep_px) + 1e-5; - start_val = lower + 1; - // cout << "lower: " << lower << endl; - } - if (lep_px < 0) { - upper = -W_MASS*W_MASS/(4*lep_px) - 1e-5; - start_val = upper - 1; - // cout << "upper: " << upper << endl; - } - gMinuit_plus->mnparm(0, "x", start_val, step, lower, upper, ierflg); - gMinuit_plus->mnparm(1, "lep_px", lep_px, step, -999, 999, ierflg); - gMinuit_plus->mnparm(2, "lep_py", lep_py, step, -999, 999, ierflg); - gMinuit_plus->mnparm(3, "lep_pt", lep_pt, step, 0, 999, ierflg); - gMinuit_plus->mnparm(4, "px_miss", px_miss, step, -999, 999, ierflg); - gMinuit_plus->mnparm(5, "py_miss", py_miss, step, -999, 999, ierflg); - gMinuit_plus->FixParameter(1); - gMinuit_plus->FixParameter(2); - gMinuit_plus->FixParameter(3); - gMinuit_plus->FixParameter(4); - gMinuit_plus->FixParameter(5); - - gMinuit_minus->mnparm(0, "x", start_val, step, lower, upper, ierflg); - gMinuit_minus->mnparm(1, "lep_px", lep_px, step, -999, 999, ierflg); - gMinuit_minus->mnparm(2, "lep_py", lep_py, step, -999, 999, ierflg); - gMinuit_minus->mnparm(3, "lep_pt", lep_pt, step, 0, 999, ierflg); - gMinuit_minus->mnparm(4, "px_miss", px_miss, step, -999, 999, ierflg); - gMinuit_minus->mnparm(5, "py_miss", py_miss, step, -999, 999, ierflg); - gMinuit_minus->FixParameter(1); - gMinuit_minus->FixParameter(2); - gMinuit_minus->FixParameter(3); - gMinuit_minus->FixParameter(4); - gMinuit_minus->FixParameter(5); - - Logger::get("wlep")->debug("complex debug point 6"); - - // now ready for minimization step - arglist[0] = 500000; // maximum number of iterations - arglist[1] = 1.; // related to errors - gMinuit_plus->mnexcm("MIGARD", arglist, 2, ierflg); - gMinuit_minus->mnexcm("MIGRAD", arglist, 2, ierflg); - - // obtain fit results and calculate values of delta minus and delta plus functions - // choose solution that leads to a smaller delta value - double x_plus, x_pluserr; - double d_plus; - gMinuit_plus->GetParameter(0,x_plus, x_pluserr); - double par_plus[6] = {x_plus,lep_px,lep_py,lep_pt,px_miss,py_miss}; - d_plus = min_fplus(par_plus); - // cout << "Fit result plus: x=" << x_plus << " " << "d(x)=" << d_plus << endl; - - double x_minus, x_minuserr; - double d_minus; - gMinuit_minus->GetParameter(0,x_minus, x_minuserr); - double par_minus[6] = {x_minus,lep_px,lep_py,lep_pt,px_miss,py_miss}; - d_minus = min_fminus(par_minus); - // cout << "Fit result minus: x=" << x_minus << " d(x)=" << d_minus << endl; - - Logger::get("wlep")->debug("complex debug point 7"); - - double nu_pxnew, nu_pynew, r_new; - if (d_plusdebug("complex debug point 8"); - - delete gMinuit_plus; - delete gMinuit_minus; - - } - - else { // two real solutions for pz nu - // cout << "Two neutrino pz solutions" << endl; - Logger::get("wlep")->debug("real solution"); - double sol1, sol2, nu_pz; - sol1 = lep_pz * alpha / (lep_pt * lep_pt) + sqrt(rad); - sol2 = lep_pz * alpha / (lep_pt * lep_pt) - sqrt(rad); - - // choose the smaller pz solution - if (abs(sol1) < abs(sol2)) { - nu_pz = sol1; - } else { - nu_pz = sol2; - } - - // set 4 momenta of neutrino and W boson - nu_p4.SetPxPyPzE(nu_px, nu_py, nu_pz, sqrt(nu_px * nu_px + nu_py * nu_py + nu_pz * nu_pz)); - solution_is_real = true; - } - - wlep_p4 = lep_p4 + nu_p4; - - Logger::get("wlep")->debug("final leptonic W boson pT: {} eta: {} phi: {} mass: {}", - wlep_p4.Pt(), wlep_p4.Eta(), wlep_p4.Phi(), wlep_p4.M()); - - return wlep_p4; - - }; - - - - return df.Define(str_wlep_p4, - leptonicW, - {str_lep_p4, str_met_p4} - ); + const std::string &str_lep_p4, + const std::string &str_met_p4, + const std::string &str_wlep_p4) { + + auto leptonicW = [](const ROOT::Math::PtEtaPhiMVector lep_p4, + const ROOT::Math::PtEtaPhiMVector met_p4) { + auto wlep_p4 = ROOT::Math::PtEtaPhiMVector(-10, -10, -10, -10); + + if (lep_p4.Pt() < 0) + return wlep_p4; + + double lep_e = lep_p4.E(); + double lep_pt = lep_p4.Pt(); + double lep_px = lep_p4.Px(); + double lep_py = lep_p4.Py(); + double lep_pz = lep_p4.Pz(); + + ROOT::Math::PtEtaPhiMVector nu_p4 = met_p4; + double nu_e = met_p4.Pt(); + double nu_px = met_p4.Px(); + double nu_py = met_p4.Py(); + + bool solution_is_real; + + Logger::get("wlep")->debug( + "building wlep p4 from lepton with E: {} px: {} py: {} pz: {}", + lep_e, lep_px, lep_py, lep_pz); + Logger::get("wlep")->debug( + "building wlep p4 from pTmiss with E: {} px: {} py: {} pz: ???", + nu_e, nu_px, nu_py); + + // definition of the constant mu in Eq. 4.5 (here called alpha to not + // confuse mu and nu) also converting p_T and cos dphi into p_x and p_y + double alpha = + (W_MASS * W_MASS) / 2 + (lep_px * nu_px) + (lep_py * nu_py); + + // for p_z,nu there is a quadratic equation with up to two solutions as + // shown in Eq. 4.6 and A.7 (NOTE: there is a 'power of two' missing in + // the first denominator of Eq. 4.6) first, check if we have complex + // solution, i.e. if the radicand is negative + double rad = + ((alpha * alpha * lep_pz * lep_pz) / + (lep_pt * lep_pt * lep_pt * lep_pt)) - + ((lep_e * lep_e * nu_e * nu_e - alpha * alpha) / (lep_pt * lep_pt)); + + if (rad < 0) { + // complex solutions, in around 30% of all cases + // cout << "Complex neutrino p_z" << endl; + + // assumption: p_T^miss does not directly correspond to p_T,nu + // set m_T^W to m^W, result is a quadratic equation for p_(x,y) that + // depends on p_(y,x) + + // save p_x^miss and p_y^miss as we need them later to determine the + // better solution + + Logger::get("wlep")->debug("complex solution"); + + double px_miss = nu_px; + double py_miss = nu_py; + + Logger::get("wlep")->debug("complex debug point 1"); + + // initialize TMinuit with a maximum of 6 params for py nu plus and + // minus solution + TMinuit *gMinuit_plus = new TMinuit(5); + TMinuit *gMinuit_minus = new TMinuit(5); + + Logger::get("wlep")->debug("complex debug point 2"); + + // TMinuit *gMinuit_plus = new TMinuit(5); + gMinuit_plus->SetFCN(fcn_plus); + + // TMinuit *gMinuit_minus = new TMinuit(5); + gMinuit_minus->SetFCN(fcn_minus); + + Logger::get("wlep")->debug("complex debug point 3"); + + double arglist[10]; + int ierflg = 0; + + // no print + arglist[0] = -1; + gMinuit_plus->mnexcm("SET PRI", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET PRI", arglist, 1, ierflg); + + // no warnings + arglist[0] = -1; + gMinuit_plus->mnexcm("SET NOW", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET NOW", arglist, 1, ierflg); + // gMinuit_plus->mnexcm("SET WAR", arglist, 1, ierflg); + // gMinuit_minus->mnexcm("SET WAR", arglist, 1, ierflg); + + Logger::get("wlep")->debug("complex debug point 4"); + + /* + // set accuracy + arglist[0] = 1.E-5L; + gMinuit_plus->mnexcm("SET EPS", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET EPS", arglist, 1, ierflg); + */ + // set error + arglist[0] = 1; // 0.5 for lnL, 1 for chi2 + // set the 1 sigma tolerance for the change in FCN + // that determines when a function has been minimized + gMinuit_plus->mnexcm("SET ERR", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET ERR", arglist, 1, ierflg); + + // set strategy (0 is less accurate, 1 is default, 2 is more + // accurate) + arglist[0] = 0; + gMinuit_plus->mnexcm("SET STR", arglist, 1, ierflg); + gMinuit_minus->mnexcm("SET STR", arglist, 1, ierflg); + + Logger::get("wlep")->debug("complex debug point 5"); + + // set start value and range of x and fix all other params + static double start_val = 0; + static double step = 0.00001; + double lower = -9999; + double upper = 9999; + if (lep_px > 0) { + lower = -W_MASS * W_MASS / (4 * lep_px) + 1e-5; + start_val = lower + 1; + // cout << "lower: " << lower << endl; + } + if (lep_px < 0) { + upper = -W_MASS * W_MASS / (4 * lep_px) - 1e-5; + start_val = upper - 1; + // cout << "upper: " << upper << endl; + } + gMinuit_plus->mnparm(0, "x", start_val, step, lower, upper, ierflg); + gMinuit_plus->mnparm(1, "lep_px", lep_px, step, -999, 999, ierflg); + gMinuit_plus->mnparm(2, "lep_py", lep_py, step, -999, 999, ierflg); + gMinuit_plus->mnparm(3, "lep_pt", lep_pt, step, 0, 999, ierflg); + gMinuit_plus->mnparm(4, "px_miss", px_miss, step, -999, 999, + ierflg); + gMinuit_plus->mnparm(5, "py_miss", py_miss, step, -999, 999, + ierflg); + gMinuit_plus->FixParameter(1); + gMinuit_plus->FixParameter(2); + gMinuit_plus->FixParameter(3); + gMinuit_plus->FixParameter(4); + gMinuit_plus->FixParameter(5); + + gMinuit_minus->mnparm(0, "x", start_val, step, lower, upper, + ierflg); + gMinuit_minus->mnparm(1, "lep_px", lep_px, step, -999, 999, ierflg); + gMinuit_minus->mnparm(2, "lep_py", lep_py, step, -999, 999, ierflg); + gMinuit_minus->mnparm(3, "lep_pt", lep_pt, step, 0, 999, ierflg); + gMinuit_minus->mnparm(4, "px_miss", px_miss, step, -999, 999, + ierflg); + gMinuit_minus->mnparm(5, "py_miss", py_miss, step, -999, 999, + ierflg); + gMinuit_minus->FixParameter(1); + gMinuit_minus->FixParameter(2); + gMinuit_minus->FixParameter(3); + gMinuit_minus->FixParameter(4); + gMinuit_minus->FixParameter(5); + + Logger::get("wlep")->debug("complex debug point 6"); + + // now ready for minimization step + arglist[0] = 500000; // maximum number of iterations + arglist[1] = 1.; // related to errors + gMinuit_plus->mnexcm("MIGARD", arglist, 2, ierflg); + gMinuit_minus->mnexcm("MIGRAD", arglist, 2, ierflg); + + // obtain fit results and calculate values of delta minus and delta + // plus functions choose solution that leads to a smaller delta + // value + double x_plus, x_pluserr; + double d_plus; + gMinuit_plus->GetParameter(0, x_plus, x_pluserr); + double par_plus[6] = {x_plus, lep_px, lep_py, + lep_pt, px_miss, py_miss}; + d_plus = min_fplus(par_plus); + // cout << "Fit result plus: x=" << x_plus << " " << "d(x)=" << + // d_plus << endl; + + double x_minus, x_minuserr; + double d_minus; + gMinuit_minus->GetParameter(0, x_minus, x_minuserr); + double par_minus[6] = {x_minus, lep_px, lep_py, + lep_pt, px_miss, py_miss}; + d_minus = min_fminus(par_minus); + // cout << "Fit result minus: x=" << x_minus << " d(x)=" << + // d_minus << endl; + + Logger::get("wlep")->debug("complex debug point 7"); + + double nu_pxnew, nu_pynew, r_new; + if (d_plus < d_minus) { + nu_pxnew = x_plus; + r_new = rad_py(nu_pxnew, lep_px); + nu_pynew = + (W_MASS * W_MASS * lep_py + 2 * lep_px * lep_py * nu_pxnew + + W_MASS * lep_pt * sqrt(r_new)) / + (2 * lep_px * lep_px); + } else { + nu_pxnew = x_minus; + r_new = rad_py(nu_pxnew, lep_px); + nu_pynew = + (W_MASS * W_MASS * lep_py + 2 * lep_px * lep_py * nu_pxnew - + W_MASS * lep_pt * sqrt(r_new)) / + (2 * lep_px * lep_px); + } + // calculate new nu pz (only one solution with fixed px and py) + double nu_pznew = lep_pz / (lep_pt * lep_pt) * + ((W_MASS * W_MASS / 2) + (lep_px * nu_pxnew) + + (lep_py * nu_pynew)); + // cout << "new nu px: " << nu_pxnew << ", new nu py: " << + // nu_pynew << ", new nu pz: " << nu_pznew << endl; + + // set 4 momenta of neutrino and W boson + nu_p4.SetPxPyPzE(nu_pxnew, nu_pynew, nu_pznew, + sqrt(nu_pxnew * nu_pxnew + nu_pynew * nu_pynew + + nu_pznew * nu_pznew)); + + Logger::get("wlep")->debug("complex debug point 8"); + + delete gMinuit_plus; + delete gMinuit_minus; + + } + + else { // two real solutions for pz nu + // cout << "Two neutrino pz solutions" << endl; + Logger::get("wlep")->debug("real solution"); + double sol1, sol2, nu_pz; + sol1 = lep_pz * alpha / (lep_pt * lep_pt) + sqrt(rad); + sol2 = lep_pz * alpha / (lep_pt * lep_pt) - sqrt(rad); + + // choose the smaller pz solution + if (abs(sol1) < abs(sol2)) { + nu_pz = sol1; + } else { + nu_pz = sol2; + } + + // set 4 momenta of neutrino and W boson + nu_p4.SetPxPyPzE( + nu_px, nu_py, nu_pz, + sqrt(nu_px * nu_px + nu_py * nu_py + nu_pz * nu_pz)); + solution_is_real = true; + } + + wlep_p4 = lep_p4 + nu_p4; + + Logger::get("wlep")->debug( + "final leptonic W boson pT: {} eta: {} phi: {} mass: {}", + wlep_p4.Pt(), wlep_p4.Eta(), wlep_p4.Phi(), wlep_p4.M()); + + return wlep_p4; + }; + return df.Define(str_wlep_p4, leptonicW, {str_lep_p4, str_met_p4}); } +ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, + const int &nbjets, + const std::string &str_good_jets_mask, + const std::string &str_good_bjets_mask) { + auto df2 = df.Filter( + [njets, nbjets](const ROOT::RVec &good_jets_mask, + const ROOT::RVec &good_bjets_mask) { + int nj = ROOT::VecOps::Sum(good_jets_mask, 0); + int nbj = ROOT::VecOps::Sum(good_bjets_mask, 0); -ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, - const int &njets, - const int &nbjets, - const std::string &str_good_jets_mask, - const std::string &str_good_bjets_mask - ) { - - auto df2 = df.Filter([njets, nbjets](const ROOT::RVec &good_jets_mask, - const ROOT::RVec &good_bjets_mask) { - - int nj = ROOT::VecOps::Sum(good_jets_mask,0); - int nbj = ROOT::VecOps::Sum(good_bjets_mask,0); - - return (nj == njets) && (nbj == nbjets); - }, - {str_good_jets_mask, str_good_bjets_mask}, - "jet selection and b jet selection" - ); + return (nj == njets) && (nbj == nbjets); + }, + {str_good_jets_mask, str_good_bjets_mask}, + "jet selection and b jet selection"); - return df2; + return df2; } - - -ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, - const std::string &str_wlep_p4, - const std::string &str_n_nonbjets, - const std::string &str_nonbjet_p4_1, - const std::string &str_nonbjet_btag_1, - const std::string &str_nonbjet_p4_2, - const std::string &str_nonbjet_btag_2, - const std::string &str_n_bjets, - const std::string &str_bjet_p4_1, - const std::string &str_bjet_btag_1, - const std::string &str_bjet_p4_2, - const std::string &str_bjet_btag_2, - const std::string &str_is_reco, - const std::string &str_is_jjb, - const std::string &str_is_jjbb, - const std::string &str_is_jjjb, - const std::string &str_is_jjjbb, - const std::string &str_reco_p4s, - const std::string &str_top_p4, - const std::string &str_tb_p4, - const std::string &str_sb_p4 - ) { - - auto df2 = df.Define(str_is_jjb, - [](const int n_nonbjets, - const int n_bjets){ - return int((n_nonbjets + n_bjets) == 2 && n_bjets == 1); - }, - {str_n_nonbjets, str_n_bjets} - ); - - auto df3 = df2.Define(str_is_jjbb, - [](const int n_nonbjets, - const int n_bjets){ - return int((n_nonbjets + n_bjets) == 2 && n_bjets == 2); - }, - {str_n_nonbjets, str_n_bjets} - ); - - auto df4 = df3.Define(str_is_jjjb, - [](const int n_nonbjets, - const int n_bjets){ - return int((n_nonbjets + n_bjets) == 3 && n_bjets == 1); - }, - {str_n_nonbjets, str_n_bjets} - ); - - auto df5 = df4.Define(str_is_jjjbb, - [](const int n_nonbjets, - const int n_bjets){ - return int((n_nonbjets + n_bjets) == 3 && n_bjets == 2); - }, - {str_n_nonbjets, str_n_bjets} - ); - - auto df6 = df5.Define(str_is_reco, - [](const int is_jjb, - const int is_jjbb, - const int is_jjjb, - const int is_jjjbb - ){ - return is_jjb + is_jjbb + is_jjjb + is_jjjbb; - }, - {str_is_jjb, str_is_jjbb, str_is_jjjb, str_is_jjjbb} - ); - - - auto top_reco = [](const int is_reco, - const int is_jjb, - const int is_jjbb, - const int is_jjjb, - const int is_jjjbb, - const ROOT::Math::PtEtaPhiMVector wlep_p4, - const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, - const float nonbjet_btag_1, - const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, - const float nonbjet_btag_2, - const ROOT::Math::PtEtaPhiMVector bjet_p4_1, - const float bjet_btag_1, - const ROOT::Math::PtEtaPhiMVector bjet_p4_2, - const float bjet_btag_2 - ){ - - - ROOT::RVec reco_vec { - ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10), // top_p4 - ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10), // tb_p4 - ROOT::Math::PtEtaPhiMVector(-10,-10,-10,-10) // sb_p4 +ROOT::RDF::RNode +TopReco(ROOT::RDF::RNode df, const std::string &str_wlep_p4, + const std::string &str_n_nonbjets, const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, const std::string &str_n_bjets, + const std::string &str_bjet_p4_1, const std::string &str_bjet_btag_1, + const std::string &str_bjet_p4_2, const std::string &str_bjet_btag_2, + const std::string &str_is_reco, const std::string &str_is_jjb, + const std::string &str_is_jjbb, const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, const std::string &str_reco_p4s, + const std::string &str_top_p4, const std::string &str_tb_p4, + const std::string &str_sb_p4) { + + auto df2 = + df.Define(str_is_jjb, + [](const int n_nonbjets, const int n_bjets) { + return int((n_nonbjets + n_bjets) == 2 && n_bjets == 1); + }, + {str_n_nonbjets, str_n_bjets}); + + auto df3 = + df2.Define(str_is_jjbb, + [](const int n_nonbjets, const int n_bjets) { + return int((n_nonbjets + n_bjets) == 2 && n_bjets == 2); + }, + {str_n_nonbjets, str_n_bjets}); + + auto df4 = + df3.Define(str_is_jjjb, + [](const int n_nonbjets, const int n_bjets) { + return int((n_nonbjets + n_bjets) == 3 && n_bjets == 1); + }, + {str_n_nonbjets, str_n_bjets}); + + auto df5 = + df4.Define(str_is_jjjbb, + [](const int n_nonbjets, const int n_bjets) { + return int((n_nonbjets + n_bjets) == 3 && n_bjets == 2); + }, + {str_n_nonbjets, str_n_bjets}); + + auto df6 = df5.Define(str_is_reco, + [](const int is_jjb, const int is_jjbb, + const int is_jjjb, const int is_jjjbb) { + return is_jjb + is_jjbb + is_jjjb + is_jjjbb; + }, + {str_is_jjb, str_is_jjbb, str_is_jjjb, str_is_jjjbb}); + + auto top_reco = [](const int is_reco, const int is_jjb, const int is_jjbb, + const int is_jjjb, const int is_jjjbb, + const ROOT::Math::PtEtaPhiMVector wlep_p4, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_1, + const float nonbjet_btag_1, + const ROOT::Math::PtEtaPhiMVector nonbjet_p4_2, + const float nonbjet_btag_2, + const ROOT::Math::PtEtaPhiMVector bjet_p4_1, + const float bjet_btag_1, + const ROOT::Math::PtEtaPhiMVector bjet_p4_2, + const float bjet_btag_2) { + ROOT::RVec reco_vec{ + ROOT::Math::PtEtaPhiMVector(-10, -10, -10, -10), // top_p4 + ROOT::Math::PtEtaPhiMVector(-10, -10, -10, -10), // tb_p4 + ROOT::Math::PtEtaPhiMVector(-10, -10, -10, -10) // sb_p4 + }; + + if (wlep_p4.Pt() < 0) + return reco_vec; + + if (!is_reco) + return reco_vec; + + if (is_jjb) { // 2j1b + reco_vec[0] = wlep_p4 + bjet_p4_1; + reco_vec[1] = bjet_p4_1; + reco_vec[2] = nonbjet_p4_1; + } else if (is_jjbb) { // 2j2b + auto cand1_p4 = wlep_p4 + bjet_p4_1; + auto cand2_p4 = wlep_p4 + bjet_p4_2; + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) { + reco_vec[0] = cand1_p4; + reco_vec[1] = bjet_p4_1; + reco_vec[2] = bjet_p4_2; + } else { + reco_vec[0] = cand2_p4; + reco_vec[1] = bjet_p4_2; + reco_vec[2] = bjet_p4_1; + } + } else if (is_jjjb) { // 3j1b + reco_vec[0] = wlep_p4 + bjet_p4_1; + reco_vec[1] = bjet_p4_1; + if (nonbjet_btag_1 > nonbjet_btag_2) + reco_vec[2] = nonbjet_p4_1; + else + reco_vec[2] = nonbjet_p4_2; + } else if (is_jjjbb) { // 3j2b + auto cand1_p4 = wlep_p4 + bjet_p4_1; + auto cand2_p4 = wlep_p4 + bjet_p4_2; + if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) { + reco_vec[0] = cand1_p4; + reco_vec[1] = bjet_p4_1; + reco_vec[2] = bjet_p4_2; + } else { + reco_vec[0] = cand2_p4; + reco_vec[1] = bjet_p4_2; + reco_vec[2] = bjet_p4_1; + } + } + + return reco_vec; }; - - if (wlep_p4.Pt() < 0) - return reco_vec; - - if (!is_reco) - return reco_vec; - - if (is_jjb) { // 2j1b - reco_vec[0] = wlep_p4 + bjet_p4_1; - reco_vec[1] = bjet_p4_1; - reco_vec[2] = nonbjet_p4_1; - } - else if (is_jjbb) { // 2j2b - auto cand1_p4 = wlep_p4 + bjet_p4_1; - auto cand2_p4 = wlep_p4 + bjet_p4_2; - if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) { - reco_vec[0] = cand1_p4; - reco_vec[1] = bjet_p4_1; - reco_vec[2] = bjet_p4_2; - } - else { - reco_vec[0] = cand2_p4; - reco_vec[1] = bjet_p4_2; - reco_vec[2] = bjet_p4_1; - } - } - else if (is_jjjb) { // 3j1b - reco_vec[0] = wlep_p4 + bjet_p4_1; - reco_vec[1] = bjet_p4_1; - if (nonbjet_btag_1 > nonbjet_btag_2) - reco_vec[2] = nonbjet_p4_1; - else - reco_vec[2] = nonbjet_p4_2; - } - else if (is_jjjbb) { // 3j2b - auto cand1_p4 = wlep_p4 + bjet_p4_1; - auto cand2_p4 = wlep_p4 + bjet_p4_2; - if (abs(cand1_p4.M() - TOP_MASS) < abs(cand2_p4.M() - TOP_MASS)) { - reco_vec[0] = cand1_p4; - reco_vec[1] = bjet_p4_1; - reco_vec[2] = bjet_p4_2; - } - else { - reco_vec[0] = cand2_p4; - reco_vec[1] = bjet_p4_2; - reco_vec[2] = bjet_p4_1; - } - } - - return reco_vec; - }; - - - auto df7 = df6.Define(str_reco_p4s, - top_reco, - {str_is_reco, - str_is_jjb, - str_is_jjbb, - str_is_jjjb, - str_is_jjjbb, - str_wlep_p4, - str_nonbjet_p4_1, - str_nonbjet_btag_1, - str_nonbjet_p4_2, - str_nonbjet_btag_2, - str_bjet_p4_1, - str_bjet_btag_1, - str_bjet_p4_2, - str_bjet_btag_2 - } - ); - - auto df8 = df7.Define(str_top_p4, - [](const ROOT::RVec &vec) { - return vec[0]; - }, - {str_reco_p4s} - ); - - auto df9 = df8.Define(str_tb_p4, - [](const ROOT::RVec &vec) { - return vec[1]; - }, - {str_reco_p4s} - ); - - auto df10 = df9.Define(str_sb_p4, - [](const ROOT::RVec &vec) { - return vec[2]; - }, - {str_reco_p4s} - ); - - return df10; + auto df7 = df6.Define(str_reco_p4s, top_reco, + {str_is_reco, str_is_jjb, str_is_jjbb, str_is_jjjb, + str_is_jjjbb, str_wlep_p4, str_nonbjet_p4_1, + str_nonbjet_btag_1, str_nonbjet_p4_2, + str_nonbjet_btag_2, str_bjet_p4_1, str_bjet_btag_1, + str_bjet_p4_2, str_bjet_btag_2}); + + auto df8 = + df7.Define(str_top_p4, + [](const ROOT::RVec &vec) { + return vec[0]; + }, + {str_reco_p4s}); + + auto df9 = + df8.Define(str_tb_p4, + [](const ROOT::RVec &vec) { + return vec[1]; + }, + {str_reco_p4s}); + + auto df10 = + df9.Define(str_sb_p4, + [](const ROOT::RVec &vec) { + return vec[2]; + }, + {str_reco_p4s}); + + return df10; } - - -ROOT::RDF::RNode DNNQuantities(ROOT::RDF::RNode df, - const std::string &str_is_reco, - const std::string &str_lep_p4, - const std::string &str_met_p4, - const std::string &str_wlep_p4, - const std::string &str_nonbjet_p4_1, - const std::string &str_nonbjet_btag_1, - const std::string &str_nonbjet_p4_2, - const std::string &str_nonbjet_btag_2, - const std::string &str_bjet_p4_1, - const std::string &str_bjet_btag_1, - const std::string &str_bjet_p4_2, - const std::string &str_bjet_btag_2, - const std::string &str_top_p4, - const std::string &str_tb_p4, - const std::string &str_sb_p4, - const std::string &str_good_jetslowpt_mask, - const std::string &str_jet_pt, - const std::string &str_jet_eta, - const std::string &str_jet_phi, - const std::string &str_jet_mass, - const std::string &str_dphi_top_b1, - const std::string &str_deta_top_sb, - const std::string &str_dphi_b1_b2, - const std::string &str_deta_lep_b1, - const std::string &str_m_lep_b2, - const std::string &str_pt_b1_b2, - const std::string &str_costhetastar, - const std::string &str_sumht, - const std::string &str_wolfram, - const std::string &str_deta_topb2_b1 - ) { - - auto df2 = df.Define(str_dphi_top_b1, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &top, - const ROOT::Math::PtEtaPhiMVector &b1) { - if (!reco) {return -10.0;} - return ROOT::Math::VectorUtil::DeltaPhi(top, b1); - }, - {str_is_reco, str_top_p4, str_bjet_p4_1} - ); - - auto df3 = df2.Define(str_deta_top_sb, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &top, - const ROOT::Math::PtEtaPhiMVector &sb) { - if (!reco) {return -10.0;} - return abs(top.Eta() - sb.Eta()); - }, - {str_is_reco, str_top_p4, str_sb_p4} - ); - - auto df4 = df3.Define(str_dphi_b1_b2, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2, - const ROOT::Math::PtEtaPhiMVector &nonb1) { - if (!reco) {return -10.0;} - if (b2.Pt() > 0) return ROOT::Math::VectorUtil::DeltaPhi(b1, b2); - return ROOT::Math::VectorUtil::DeltaPhi(b1, nonb1); - }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1} - ); - - auto df5 = df4.Define(str_deta_lep_b1, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &b1) { - if (!reco) {return -10.0;} - return abs(lep.Eta() - b1.Eta()); - }, - {str_is_reco, str_lep_p4, str_bjet_p4_1} - ); - - auto df6 = df5.Define(str_m_lep_b2, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &b2, - const ROOT::Math::PtEtaPhiMVector &nonb1) { - if (!reco) {return -10.0;} - if (b2.Pt() > 0) return (lep + b2).M(); - return (lep + nonb1).M(); - }, - {str_is_reco, str_lep_p4, str_bjet_p4_2, str_nonbjet_p4_1} - ); - - auto df7 = df6.Define(str_pt_b1_b2, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2, - const ROOT::Math::PtEtaPhiMVector &nonb1) { - if (!reco) {return -10.0;} - if (b2.Pt() > 0) return (b1 + b2).Pt(); - return (b1 + nonb1).Pt(); - }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1} - ); - - auto df8 = df7.Define(str_costhetastar, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &top, - const ROOT::Math::PtEtaPhiMVector &sb, - const ROOT::Math::PtEtaPhiMVector &lep) { - if (!reco) { - return -10.0;} - double costhetastar = 0; - - auto top_boost_vec = ROOT::Math::Cartesian3D(top.X()/top.T(), top.Y()/top.T(), top.Z()/top.T()); - ROOT::Math::Boost top_boost(top_boost_vec); - top_boost.Invert(); - ROOT::Math::PtEtaPhiMVector lep_boosted = top_boost(lep); - ROOT::Math::PtEtaPhiMVector sb_boosted = top_boost(sb); - costhetastar = lep_boosted.Vect().Dot(sb_boosted.Vect()) / sqrt(lep_boosted.Vect().Mag2()*sb_boosted.Vect().Mag2()); - - Logger::get("DNN_costhetastar")->debug("top_boost {} {} {}", top_boost_vec.X(), top_boost_vec.Y(), top_boost_vec.Z()); - Logger::get("DNN_costhetastar")->debug("sb boosted {} {} {} {}", sb_boosted.Pt(), sb_boosted.Eta(), sb_boosted.Phi(), sb_boosted.M()); - Logger::get("DNN_costhetastar")->debug("lep boosted {} {} {} {}", lep_boosted.Pt(), lep_boosted.Eta(), lep_boosted.Phi(), lep_boosted.M()); - Logger::get("DNN_costhetastar")->debug("costhetastar {}", costhetastar); - - return costhetastar; - }, - {str_is_reco, str_top_p4, str_sb_p4, str_lep_p4} - ); - - - auto df9 = df8.Define(str_sumht, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2, - const ROOT::Math::PtEtaPhiMVector &lep, - const ROOT::Math::PtEtaPhiMVector &met) { - if (!reco) {return -10.0;} - double Ht = lep.Pt() + met.Pt(); - if (b1.Pt() > 0) Ht += b1.Pt(); - if (b2.Pt() > 0) Ht += b2.Pt(); - return Ht; - }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_lep_p4, str_met_p4} - ); - - - auto df10 = df9.Define(str_wolfram, - [](const int reco, - const ROOT::RVec &jet_mask, - const ROOT::RVec &jet_pt, - const ROOT::RVec &jet_eta, - const ROOT::RVec &jet_phi, - const ROOT::RVec &jet_mass) { - if (!reco) {return -10.0;} - - Logger::get("DNN_wolfram")->debug("eval sum_e..."); - Logger::get("DNN_wolfram")->debug("jet mask {}", jet_mask); - - float sum_e = 0; - for (std::size_t index = 0; index < jet_pt.size(); index++) { - Logger::get("DNN_wolfram")->debug("checking jet {}", index); - if (jet_mask.at(index)) { - sum_e += (ROOT::Math::PtEtaPhiMVector(jet_pt.at(index,0), - jet_eta.at(index,0), - jet_phi.at(index,0), - jet_mass.at(index,0)) - ).E(); - Logger::get("DNN_wolfram")->debug("sum_e now {} after adding jet {}", sum_e, index); - - } - } - - Logger::get("DNN_wolfram")->debug("now momenta"); - - double h3 = 0; - - for (std::size_t index = 0; index < jet_pt.size(); index++) { - for (std::size_t index2 = index + 1; index2 < jet_pt.size(); index2++) { - if (jet_mask.at(index) && jet_mask.at(index2)) { - - auto jet_a = ROOT::Math::PtEtaPhiMVector(jet_pt[index],jet_eta[index],jet_phi[index],jet_mass[index]); - auto jet_b = ROOT::Math::PtEtaPhiMVector(jet_pt[index2],jet_eta[index2],jet_phi[index2],jet_mass[index2]); - - auto jet_aXYZT = ROOT::Math::XYZTVector(jet_a.X(),jet_a.Y(),jet_a.Z(),jet_a.T()); - auto jet_bXYZT = ROOT::Math::XYZTVector(jet_b.X(),jet_b.Y(),jet_b.Z(),jet_b.T()); - - float costh = ROOT::Math::VectorUtil::CosTheta(jet_aXYZT,jet_bXYZT); - float p3 = 0.5*(5.0*costh*costh - 3.0*costh); - float pipj = jet_aXYZT.P()*jet_bXYZT.P(); - - h3 += (pipj/(sum_e*sum_e))*p3; - - } - } - } - - return h3; - - }, - {str_is_reco, str_good_jetslowpt_mask, str_jet_pt, str_jet_eta, str_jet_phi, str_jet_mass} - ); - - auto df11 = df10.Define(str_deta_topb2_b1, - [](const int reco, - const ROOT::Math::PtEtaPhiMVector &b1, - const ROOT::Math::PtEtaPhiMVector &b2, - const ROOT::Math::PtEtaPhiMVector &nonb1, - const ROOT::Math::PtEtaPhiMVector &wlep) { - if (!reco) {return -10.0;} - if (b2.Pt() > 0) return abs((b2 + wlep).Eta() - b1.Eta()); - return abs((nonb1 + wlep).Eta() - b1.Eta()); - - }, - {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1, str_wlep_p4} - ); - - - return df11; - - - +ROOT::RDF::RNode DNNQuantities( + ROOT::RDF::RNode df, const std::string &str_is_reco, + const std::string &str_lep_p4, const std::string &str_met_p4, + const std::string &str_wlep_p4, const std::string &str_nonbjet_p4_1, + const std::string &str_nonbjet_btag_1, const std::string &str_nonbjet_p4_2, + const std::string &str_nonbjet_btag_2, const std::string &str_bjet_p4_1, + const std::string &str_bjet_btag_1, const std::string &str_bjet_p4_2, + const std::string &str_bjet_btag_2, const std::string &str_top_p4, + const std::string &str_tb_p4, const std::string &str_sb_p4, + const std::string &str_good_jetslowpt_mask, const std::string &str_jet_pt, + const std::string &str_jet_eta, const std::string &str_jet_phi, + const std::string &str_jet_mass, const std::string &str_dphi_top_b1, + const std::string &str_deta_top_sb, const std::string &str_dphi_b1_b2, + const std::string &str_deta_lep_b1, const std::string &str_m_lep_b2, + const std::string &str_pt_b1_b2, const std::string &str_costhetastar, + const std::string &str_sumht, const std::string &str_wolfram, + const std::string &str_deta_topb2_b1) { + + auto df2 = + df.Define(str_dphi_top_b1, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &top, + const ROOT::Math::PtEtaPhiMVector &b1) { + if (!reco) { + return -10.0; + } + return ROOT::Math::VectorUtil::DeltaPhi(top, b1); + }, + {str_is_reco, str_top_p4, str_bjet_p4_1}); + + auto df3 = + df2.Define(str_deta_top_sb, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &top, + const ROOT::Math::PtEtaPhiMVector &sb) { + if (!reco) { + return -10.0; + } + return abs(top.Eta() - sb.Eta()); + }, + {str_is_reco, str_top_p4, str_sb_p4}); + + auto df4 = df3.Define( + str_dphi_b1_b2, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1) { + if (!reco) { + return -10.0; + } + if (b2.Pt() > 0) + return ROOT::Math::VectorUtil::DeltaPhi(b1, b2); + return ROOT::Math::VectorUtil::DeltaPhi(b1, nonb1); + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1}); + + auto df5 = + df4.Define(str_deta_lep_b1, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &lep, + const ROOT::Math::PtEtaPhiMVector &b1) { + if (!reco) { + return -10.0; + } + return abs(lep.Eta() - b1.Eta()); + }, + {str_is_reco, str_lep_p4, str_bjet_p4_1}); + + auto df6 = + df5.Define(str_m_lep_b2, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &lep, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1) { + if (!reco) { + return -10.0; + } + if (b2.Pt() > 0) + return (lep + b2).M(); + return (lep + nonb1).M(); + }, + {str_is_reco, str_lep_p4, str_bjet_p4_2, str_nonbjet_p4_1}); + + auto df7 = df6.Define( + str_pt_b1_b2, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1) { + if (!reco) { + return -10.0; + } + if (b2.Pt() > 0) + return (b1 + b2).Pt(); + return (b1 + nonb1).Pt(); + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_nonbjet_p4_1}); + + auto df8 = df7.Define( + str_costhetastar, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &top, + const ROOT::Math::PtEtaPhiMVector &sb, + const ROOT::Math::PtEtaPhiMVector &lep) { + if (!reco) { + return -10.0; + } + double costhetastar = 0; + + auto top_boost_vec = ROOT::Math::Cartesian3D( + top.X() / top.T(), top.Y() / top.T(), top.Z() / top.T()); + ROOT::Math::Boost top_boost(top_boost_vec); + top_boost.Invert(); + ROOT::Math::PtEtaPhiMVector lep_boosted = top_boost(lep); + ROOT::Math::PtEtaPhiMVector sb_boosted = top_boost(sb); + costhetastar = + lep_boosted.Vect().Dot(sb_boosted.Vect()) / + sqrt(lep_boosted.Vect().Mag2() * sb_boosted.Vect().Mag2()); + + Logger::get("DNN_costhetastar") + ->debug("top_boost {} {} {}", top_boost_vec.X(), + top_boost_vec.Y(), top_boost_vec.Z()); + Logger::get("DNN_costhetastar") + ->debug("sb boosted {} {} {} {}", sb_boosted.Pt(), + sb_boosted.Eta(), sb_boosted.Phi(), sb_boosted.M()); + Logger::get("DNN_costhetastar") + ->debug("lep boosted {} {} {} {}", lep_boosted.Pt(), + lep_boosted.Eta(), lep_boosted.Phi(), lep_boosted.M()); + Logger::get("DNN_costhetastar") + ->debug("costhetastar {}", costhetastar); + + return costhetastar; + }, + {str_is_reco, str_top_p4, str_sb_p4, str_lep_p4}); + + auto df9 = df8.Define( + str_sumht, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &lep, + const ROOT::Math::PtEtaPhiMVector &met) { + if (!reco) { + return -10.0; + } + double Ht = lep.Pt() + met.Pt(); + if (b1.Pt() > 0) + Ht += b1.Pt(); + if (b2.Pt() > 0) + Ht += b2.Pt(); + return Ht; + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, str_lep_p4, str_met_p4}); + + auto df10 = df9.Define( + str_wolfram, + [](const int reco, const ROOT::RVec &jet_mask, + const ROOT::RVec &jet_pt, const ROOT::RVec &jet_eta, + const ROOT::RVec &jet_phi, + const ROOT::RVec &jet_mass) { + if (!reco) { + return -10.0; + } + + Logger::get("DNN_wolfram")->debug("eval sum_e..."); + Logger::get("DNN_wolfram")->debug("jet mask {}", jet_mask); + + float sum_e = 0; + for (std::size_t index = 0; index < jet_pt.size(); index++) { + Logger::get("DNN_wolfram")->debug("checking jet {}", index); + if (jet_mask.at(index)) { + sum_e += (ROOT::Math::PtEtaPhiMVector( + jet_pt.at(index, 0), jet_eta.at(index, 0), + jet_phi.at(index, 0), jet_mass.at(index, 0))) + .E(); + Logger::get("DNN_wolfram") + ->debug("sum_e now {} after adding jet {}", sum_e, + index); + } + } + + Logger::get("DNN_wolfram")->debug("now momenta"); + + double h3 = 0; + + for (std::size_t index = 0; index < jet_pt.size(); index++) { + for (std::size_t index2 = index + 1; index2 < jet_pt.size(); + index2++) { + if (jet_mask.at(index) && jet_mask.at(index2)) { + + auto jet_a = ROOT::Math::PtEtaPhiMVector( + jet_pt[index], jet_eta[index], jet_phi[index], + jet_mass[index]); + auto jet_b = ROOT::Math::PtEtaPhiMVector( + jet_pt[index2], jet_eta[index2], jet_phi[index2], + jet_mass[index2]); + + auto jet_aXYZT = ROOT::Math::XYZTVector( + jet_a.X(), jet_a.Y(), jet_a.Z(), jet_a.T()); + auto jet_bXYZT = ROOT::Math::XYZTVector( + jet_b.X(), jet_b.Y(), jet_b.Z(), jet_b.T()); + + float costh = ROOT::Math::VectorUtil::CosTheta( + jet_aXYZT, jet_bXYZT); + float p3 = 0.5 * (5.0 * costh * costh - 3.0 * costh); + float pipj = jet_aXYZT.P() * jet_bXYZT.P(); + + h3 += (pipj / (sum_e * sum_e)) * p3; + } + } + } + + return h3; + }, + {str_is_reco, str_good_jetslowpt_mask, str_jet_pt, str_jet_eta, + str_jet_phi, str_jet_mass}); + + auto df11 = + df10.Define(str_deta_topb2_b1, + [](const int reco, const ROOT::Math::PtEtaPhiMVector &b1, + const ROOT::Math::PtEtaPhiMVector &b2, + const ROOT::Math::PtEtaPhiMVector &nonb1, + const ROOT::Math::PtEtaPhiMVector &wlep) { + if (!reco) { + return -10.0; + } + if (b2.Pt() > 0) + return abs((b2 + wlep).Eta() - b1.Eta()); + return abs((nonb1 + wlep).Eta() - b1.Eta()); + }, + {str_is_reco, str_bjet_p4_1, str_bjet_p4_2, + str_nonbjet_p4_1, str_wlep_p4}); + + return df11; } +void sf_from_root_file(TH2D *h, int nbinsx, int nbinsy, float pt, float eta, + int var, double *sf) { + // double sf_from_root_file(TH2D *h,float pt, float eta, int var, int + // nbinsx, int nbinsy, int ymax) { + Logger::get("trigger_func")->debug("complex debug point 1"); + Logger::get("trigger_func") + ->debug("hist bins {} {}", h->GetXaxis()->GetNbins(), + h->GetYaxis()->GetNbins()); + int xbin_index = h->GetXaxis()->FindBin(eta); + int ybin_index = h->GetYaxis()->FindBin(pt); -void sf_from_root_file(TH2D* h, int nbinsx, int nbinsy, float pt, float eta, int var, double* sf) { -// double sf_from_root_file(TH2D *h,float pt, float eta, int var, int nbinsx, int nbinsy, int ymax) { - - Logger::get("trigger_func")->debug("complex debug point 1"); - - Logger::get("trigger_func")->debug("hist bins {} {}", h->GetXaxis()->GetNbins(), h->GetYaxis()->GetNbins()); - - - int xbin_index = h->GetXaxis()->FindBin(eta); - int ybin_index = h->GetYaxis()->FindBin(pt); + // int ybin_max_index = h->GetYaxis()->FindBin(ymax); + Logger::get("trigger_func")->debug("complex debug point 2"); - // int ybin_max_index = h->GetYaxis()->FindBin(ymax); - Logger::get("trigger_func")->debug("complex debug point 2"); + if (xbin_index > nbinsx) + xbin_index = nbinsx; + if (ybin_index > nbinsy) + ybin_index = nbinsy; + // if(ybin_max_index>nbinsy) ybin_max_index=nbinsy; + Logger::get("trigger_func")->debug("complex debug point 3"); - if(xbin_index > nbinsx) xbin_index = nbinsx; - if(ybin_index > nbinsy) ybin_index = nbinsy; - // if(ybin_max_index>nbinsy) ybin_max_index=nbinsy; - Logger::get("trigger_func")->debug("complex debug point 3"); + if (xbin_index == 0) + xbin_index = 1; + if (ybin_index == 0) + ybin_index = 1; - if(xbin_index == 0) xbin_index = 1; - if(ybin_index == 0) ybin_index = 1; + // int bin_index; + Logger::get("trigger_func")->debug("complex debug point 4"); - // int bin_index; - Logger::get("trigger_func")->debug("complex debug point 4"); + const int bin_index = h->GetBin(xbin_index, ybin_index, 0); + // const int bin_max_index = h->GetBin(xbin_index,ybin_max_index,0); + Logger::get("trigger_func")->debug("complex debug point 5"); - const int bin_index = h->GetBin(xbin_index, ybin_index, 0); - // const int bin_max_index = h->GetBin(xbin_index,ybin_max_index,0); - Logger::get("trigger_func")->debug("complex debug point 5"); + *sf = 1.; - *sf = 1.; + Logger::get("trigger_func")->debug("complex debug point 6"); - Logger::get("trigger_func")->debug("complex debug point 6"); - - if (var == 0) - *sf = h->GetBinContent(bin_index); - if (var == +1) - *sf = h->GetBinContent(bin_index) + h->GetBinError(bin_index); - if (var == -1) - *sf = h->GetBinContent(bin_index) - h->GetBinError(bin_index); + if (var == 0) + *sf = h->GetBinContent(bin_index); + if (var == +1) + *sf = h->GetBinContent(bin_index) + h->GetBinError(bin_index); + if (var == -1) + *sf = h->GetBinContent(bin_index) - h->GetBinError(bin_index); } -ROOT::RDF::RNode LeptonScaleFactors(ROOT::RDF::RNode df, - const std::string &str_lep_pt, - const std::string &str_lep_eta, - const std::string &str_lep_sceta, - const std::string &str_lep_is_mu, - const std::string &str_lep_is_el, - const std::string &str_lep_is_iso, - const std::string &str_lep_sf_mu_trigger_nom, - const std::string &str_lep_sf_mu_trigger_up, - const std::string &str_lep_sf_mu_trigger_down, - const std::string &str_lep_sf_mu_iso_nom, - const std::string &str_lep_sf_mu_iso_up, - const std::string &str_lep_sf_mu_iso_down, - const std::string &str_lep_sf_mu_id_nom, - const std::string &str_lep_sf_mu_id_up, - const std::string &str_lep_sf_mu_id_down, - const std::string &str_lep_sf_el_trigger_nom, - const std::string &str_lep_sf_el_trigger_up, - const std::string &str_lep_sf_el_trigger_down, - const std::string &str_lep_sf_el_id_nom, - const std::string &str_lep_sf_el_id_up, - const std::string &str_lep_sf_el_id_down, - const std::string &str_lep_sf_el_reco_nom, - const std::string &str_lep_sf_el_reco_up, - const std::string &str_lep_sf_el_reco_down, - const std::string &mu_sf_era, - const std::string &mu_trigger_sf_file, - const std::string &mu_trigger_sf_file_syst, - const std::string &mu_trigger_sf_name, - const std::string &mu_trigger_sf_name_syst, - const std::string &mu_iso_sf_file, - const std::string &mu_iso_sf_file_syst, - const std::string &mu_iso_sf_name, - const std::string &mu_iso_sf_name_syst, - const std::string &mu_sf_file, - const std::string &mu_id_sf_name, - const std::string &el_sf_era, - const std::string &el_trigger_sf_file, - const std::string &el_trigger_sf_file_syst, - const std::string &el_trigger_sf_name, - const std::string &el_trigger_sf_name_syst, - const std::string &el_sf_file, - const std::string &el_id_sf_name - ) { - - - Logger::get("lepsf_muonTriggerSF")->debug("Setting up functions for muon trigger sf"); - Logger::get("lepsf_muonTriggerSF")->debug("Trigger - File {}", mu_trigger_sf_file); - Logger::get("lepsf_muonTriggerSF")->debug("Trigger - Name {}", mu_trigger_sf_name); - auto evaluator_mu_trigger = correction::CorrectionSet::from_file(mu_trigger_sf_file)->at(mu_trigger_sf_name); - auto mu_trigger_nom = [evaluator_mu_trigger](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; - Logger::get("lepsf_muonTriggerSF")->debug("Muon - pt {}, eta {}", pt, eta); - if (pt >= 0.0) - sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}); - Logger::get("lepsf_muonTriggerSF")->debug("Trigger - sf {}", sf); - return sf; - - }; - Logger::get("lepsf_muonTriggerSF")->debug("Trigger syst - File {}", mu_trigger_sf_file_syst); - Logger::get("lepsf_muonTriggerSF")->debug("Trigger syst - Name {}", mu_trigger_sf_name_syst); - auto evaluator_mu_trigger_syst = correction::CorrectionSet::from_file(mu_trigger_sf_file_syst)->at(mu_trigger_sf_name_syst); - auto mu_trigger_up = [evaluator_mu_trigger, evaluator_mu_trigger_syst](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0) - sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) + evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); - Logger::get("lepsf_muonTriggerSF")->debug("Trigger up - sf {}", sf); - return sf; - }; - auto mu_trigger_down = [evaluator_mu_trigger, evaluator_mu_trigger_syst](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0) - sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) - evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); - Logger::get("lepsf_muonTriggerSF")->debug("Trigger down - sf {}", sf); - return sf; - }; - - - Logger::get("lepsf_muonIsoSF")->debug("Setting up functions for muon iso sf"); - Logger::get("lepsf_muonIsoSF")->debug("ISO - File {}", mu_iso_sf_file); - Logger::get("lepsf_muonIsoSF")->debug("ISO - Name {}", mu_iso_sf_name); - auto evaluator_mu_iso = correction::CorrectionSet::from_file(mu_iso_sf_file)->at(mu_iso_sf_name); - auto mu_iso_nom = [evaluator_mu_iso](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0) - sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}); - Logger::get("lepsf_muonIsoSF")->debug("Iso - sf {}", sf); - return sf; - - }; - Logger::get("lepsf_muonisoSF")->debug("iso syst - File {}", mu_iso_sf_file_syst); - Logger::get("lepsf_muonisoSF")->debug("iso syst - Name {}", mu_iso_sf_name_syst); - auto evaluator_mu_iso_syst = correction::CorrectionSet::from_file(mu_iso_sf_file_syst)->at(mu_iso_sf_name_syst); - auto mu_iso_up = [evaluator_mu_iso, evaluator_mu_iso_syst](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0) - sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) + evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); - Logger::get("lepsf_muonIsoSF")->debug("Iso up - sf {}", sf); - return sf; - }; - auto mu_iso_down = [evaluator_mu_iso, evaluator_mu_iso_syst](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_mu == 0 || is_iso != +1)return sf; - if (pt >= 0.0) - sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) - evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); - Logger::get("lepsf_muonIsoSF")->debug("Iso down - sf {}", sf); - return sf; - }; - - - Logger::get("lepsf_muonIdSF")->debug("Setting up functions for muon id sf"); - Logger::get("lepsf_muonIdSF")->debug("ID - File {}", mu_sf_file); - Logger::get("lepsf_muonIdSF")->debug("ID - Name {}", mu_id_sf_name); - Logger::get("lepsf_muonIdSF")->debug("ID - Era {}", mu_sf_era); - auto evaluator_mu_id = correction::CorrectionSet::from_file(mu_sf_file)->at(mu_id_sf_name); - - auto mu_id_nom = [evaluator_mu_id, mu_sf_era](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_mu == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "sf"}); - Logger::get("lepsf_muonIdSF")->debug("ID - sf {}", sf); - return sf; - }; - - auto mu_id_up = [evaluator_mu_id, mu_sf_era](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_mu == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "systup"}); - Logger::get("lepsf_muonIdSF")->debug("ID up - sf {}", sf); - return sf; - }; - - auto mu_id_down = [evaluator_mu_id, mu_sf_era](const float &pt, - const float &eta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_mu == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "systdown"}); - Logger::get("lepsf_muonIdSF")->debug("ID down - sf {}", sf); - return sf; - }; - - - auto df1 = df.Define(str_lep_sf_mu_trigger_nom, - mu_trigger_nom, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df2 = df1.Define(str_lep_sf_mu_trigger_up, - mu_trigger_up, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df3 = df2.Define(str_lep_sf_mu_trigger_down, - mu_trigger_down, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df4 = df3.Define(str_lep_sf_mu_iso_nom, - mu_iso_nom, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df5 = df4.Define(str_lep_sf_mu_iso_up, - mu_iso_up, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df6 = df5.Define(str_lep_sf_mu_iso_down, - mu_iso_down, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df7 = df6.Define(str_lep_sf_mu_id_nom, - mu_id_nom, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df8 = df7.Define(str_lep_sf_mu_id_up, - mu_id_up, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df9 = df8.Define(str_lep_sf_mu_id_down, - mu_id_down, - {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - - - - - - - Logger::get("lepsf_electronTriggerSF")->debug("Setting up functions for electron trigger sf"); - Logger::get("lepsf_electronTriggerSF")->debug("Trigger - File {}", el_trigger_sf_file); - Logger::get("lepsf_electronTriggerSF")->debug("Trigger - Name {}", el_trigger_sf_name); - auto evaluator_el_trigger = correction::CorrectionSet::from_file(el_trigger_sf_file)->at(el_trigger_sf_name); - auto el_trigger_nom = [evaluator_el_trigger](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - Logger::get("lepsf_electronTriggerSF")->debug("Electron - pt {}, sceta {}", pt, sceta); - if (pt >= 0.0) - sf = evaluator_el_trigger->evaluate({sceta, pt}); - Logger::get("lepsf_electronTriggerSF")->debug("Trigger - sf {}", sf); - return sf; - - }; - - - auto evaluator_el_trigger_syst = correction::CorrectionSet::from_file(el_trigger_sf_file_syst)->at(el_trigger_sf_name_syst); - auto el_trigger_up = [evaluator_el_trigger, evaluator_el_trigger_syst](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_trigger->evaluate({sceta, pt}) + evaluator_el_trigger_syst->evaluate({sceta, pt}); - Logger::get("lepsf_electronTriggerSF")->debug("Trigger up - sf {}", sf); - return sf; - }; - auto el_trigger_down = [evaluator_el_trigger, evaluator_el_trigger_syst](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso){ - - - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_trigger->evaluate({sceta, pt}) - evaluator_el_trigger_syst->evaluate({sceta, pt}); - Logger::get("lepsf_electronTriggerSF")->debug("Trigger down - sf {}", sf); - return sf; - }; - - - Logger::get("lepsf_electronSF")->debug("Setting up functions for electron id+reco sf"); - Logger::get("lepsf_electronSF")->debug("SF - File {}", el_sf_file); - Logger::get("lepsf_electronSF")->debug("SF - Name {}", el_id_sf_name); - Logger::get("lepsf_electronSF")->debug("SF - Era {}", el_sf_era); - auto evaluator_el_sf = correction::CorrectionSet::from_file(el_sf_file)->at(el_id_sf_name); - - auto el_id_nom = [evaluator_el_sf, el_sf_era](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_sf->evaluate({el_sf_era, "sf", "Tight", sceta, pt}); - Logger::get("lepsf_electronIdSF")->debug("ID - sf {}", sf); - return sf; - }; - - auto el_id_up = [evaluator_el_sf, el_sf_era](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_sf->evaluate({el_sf_era, "sfup", "Tight", sceta, pt}); - Logger::get("lepsf_electronIdSF")->debug("ID up - sf {}", sf); - return sf; - }; - - auto el_id_down = [evaluator_el_sf, el_sf_era](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_sf->evaluate({el_sf_era, "sfdown", "Tight", sceta, pt}); - Logger::get("lepsf_electronIdSF")->debug("ID down - sf {}", sf); - return sf; - }; - - auto el_reco_nom = [evaluator_el_sf, el_sf_era](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_sf->evaluate({el_sf_era, "sf", "RecoAbove20", sceta, pt}); - Logger::get("lepsf_electronRecoSF")->debug("RECO - sf {}", sf); - return sf; - }; - - auto el_reco_up = [evaluator_el_sf, el_sf_era](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_sf->evaluate({el_sf_era, "sfup", "RecoAbove20", sceta, pt}); - Logger::get("lepsf_electronRecoSF")->debug("RECO up - sf {}", sf); - return sf; - }; - - auto el_reco_down = [evaluator_el_sf, el_sf_era](const float &pt, - const float &sceta, - const int &is_mu, - const int &is_el, - const int &is_iso - ) { - double sf = 1.; - if (is_el == 0 || is_iso != +1) return sf; - if (pt >= 0.0) - sf = evaluator_el_sf->evaluate({el_sf_era, "sfdown", "RecoAbove20", sceta, pt}); - Logger::get("lepsf_electronRecoSF")->debug("RECO down - sf {}", sf); - return sf; - }; - - - - auto df10 = df9.Define(str_lep_sf_el_trigger_nom, - el_trigger_nom, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df11 = df10.Define(str_lep_sf_el_trigger_up, - el_trigger_up, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df12 = df11.Define(str_lep_sf_el_trigger_down, - el_trigger_down, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - - - auto df13 = df12.Define(str_lep_sf_el_id_nom, - el_id_nom, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df14 = df13.Define(str_lep_sf_el_id_up, - el_id_up, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df15 = df14.Define(str_lep_sf_el_id_down, - el_id_down, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - - - auto df16 = df15.Define(str_lep_sf_el_reco_nom, - el_reco_nom, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df17 = df16.Define(str_lep_sf_el_reco_up, - el_reco_up, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - auto df18 = df17.Define(str_lep_sf_el_reco_down, - el_reco_down, - {str_lep_pt, str_lep_sceta, str_lep_is_mu, str_lep_is_el, str_lep_is_iso} - ); - - - return df18; - -} - - - - - - -ROOT::RDF::RNode BTagScaleFactors(ROOT::RDF::RNode df, - const std::string &str_is_iso, - const std::string &str_is_reco, - const std::string &str_is_jjb, - const std::string &str_is_jjbb, - const std::string &str_is_jjjb, - const std::string &str_is_jjjbb, - const std::string &str_nonbjet_pt_1, - const std::string &str_nonbjet_eta_1, - const std::string &str_nonbjet_btag_1, - const std::string &str_nonbjet_flavor_1, - const std::string &str_nonbjet_pt_2, - const std::string &str_nonbjet_eta_2, - const std::string &str_nonbjet_btag_2, - const std::string &str_nonbjet_flavor_2, - const std::string &str_bjet_pt_1, - const std::string &str_bjet_eta_1, - const std::string &str_bjet_btag_1, - const std::string &str_bjet_flavor_1, - const std::string &str_bjet_pt_2, - const std::string &str_bjet_eta_2, - const std::string &str_bjet_btag_2, - const std::string &str_bjet_flavor_2, - const std::string &str_btag_sf_vec, - const std::string &str_btagw_nom, - const std::string &str_btagw_HFup_corr, - const std::string &str_btagw_HFup_uncorr, - const std::string &str_btagw_HFdown_corr, - const std::string &str_btagw_HFdown_uncorr, - const std::string &str_btagw_LFup_corr, - const std::string &str_btagw_LFup_uncorr, - const std::string &str_btagw_LFdown_corr, - const std::string &str_btagw_LFdown_uncorr, - const std::string &btag_sf_file, - const std::string &btag_corr_algo_HF, - const std::string &btag_corr_algo_LF, - const std::string &btag_eff_file, - const std::string &btag_eff_type, - const std::string &btag_wp, - const float &max_bjet_eta_sf - ) { - - - Logger::get("btagsf")->debug("Setting up functions for b tagging sf"); - Logger::get("btagsf")->debug("B tagging SF - File {}", btag_sf_file); - Logger::get("btagsf")->debug("B tagging SF - Name HF {}", btag_corr_algo_HF); - auto evaluator_btag_sf_HF = correction::CorrectionSet::from_file(btag_sf_file)->at(btag_corr_algo_HF); - Logger::get("btagsf")->debug("B tagging SF - Name LF {}", btag_corr_algo_LF); - auto evaluator_btag_sf_LF = correction::CorrectionSet::from_file(btag_sf_file)->at(btag_corr_algo_LF); - Logger::get("btagsf")->debug("B tagging EFF - File {}", btag_eff_file); - - - std::string btag_eff_name_b = "top_b"; - std::string btag_eff_name_c = "top_c"; - std::string btag_eff_name_udsg = "top_l"; - if (btag_eff_type == "ewk") { - btag_eff_name_b = "ewk_b"; - btag_eff_name_c = "ewk_c"; - btag_eff_name_udsg = "ewk_l"; - } - - Logger::get("btagsf")->debug("B tagging EFF - Name {} b, {}", btag_eff_type, btag_eff_name_b); - auto evaluator_btag_eff_b = correction::CorrectionSet::from_file(btag_eff_file)->at(btag_eff_name_b); - Logger::get("btagsf")->debug("B tagging EFF - Name {} c, {}", btag_eff_type, btag_eff_name_c); - auto evaluator_btag_eff_c = correction::CorrectionSet::from_file(btag_eff_file)->at(btag_eff_name_c); - Logger::get("btagsf")->debug("B tagging EFF - Name {} udsg, {}", btag_eff_type, btag_eff_name_udsg); - auto evaluator_btag_eff_udsg = correction::CorrectionSet::from_file(btag_eff_file)->at(btag_eff_name_udsg); - - // 0 cerntal - // 1 HFup_correlated - // 2 HFup_uncorrelated - // 3 HFdown_correlated - // 4 HFdown_uncorrelated - // 5 LFup_correlated - // 6 LFup_uncorrelated - // 7 LFdown_correlated - // 8 LFdown_uncorrelatedOD - - const ROOT::RVec shift_HF { - "central", - "up_correlated", - "up_uncorrelated", - "down_correlated", - "down_uncorrelated", - "central", - "central", - "central", - "central" +ROOT::RDF::RNode LeptonScaleFactors( + ROOT::RDF::RNode df, const std::string &str_lep_pt, + const std::string &str_lep_eta, const std::string &str_lep_sceta, + const std::string &str_lep_is_mu, const std::string &str_lep_is_el, + const std::string &str_lep_is_iso, + const std::string &str_lep_sf_mu_trigger_nom, + const std::string &str_lep_sf_mu_trigger_up, + const std::string &str_lep_sf_mu_trigger_down, + const std::string &str_lep_sf_mu_iso_nom, + const std::string &str_lep_sf_mu_iso_up, + const std::string &str_lep_sf_mu_iso_down, + const std::string &str_lep_sf_mu_id_nom, + const std::string &str_lep_sf_mu_id_up, + const std::string &str_lep_sf_mu_id_down, + const std::string &str_lep_sf_el_trigger_nom, + const std::string &str_lep_sf_el_trigger_up, + const std::string &str_lep_sf_el_trigger_down, + const std::string &str_lep_sf_el_id_nom, + const std::string &str_lep_sf_el_id_up, + const std::string &str_lep_sf_el_id_down, + const std::string &str_lep_sf_el_reco_nom, + const std::string &str_lep_sf_el_reco_up, + const std::string &str_lep_sf_el_reco_down, const std::string &mu_sf_era, + const std::string &mu_trigger_sf_file, + const std::string &mu_trigger_sf_file_syst, + const std::string &mu_trigger_sf_name, + const std::string &mu_trigger_sf_name_syst, + const std::string &mu_iso_sf_file, const std::string &mu_iso_sf_file_syst, + const std::string &mu_iso_sf_name, const std::string &mu_iso_sf_name_syst, + const std::string &mu_sf_file, const std::string &mu_id_sf_name, + const std::string &el_sf_era, const std::string &el_trigger_sf_file, + const std::string &el_trigger_sf_file_syst, + const std::string &el_trigger_sf_name, + const std::string &el_trigger_sf_name_syst, const std::string &el_sf_file, + const std::string &el_id_sf_name) { + + Logger::get("lepsf_muonTriggerSF") + ->debug("Setting up functions for muon trigger sf"); + Logger::get("lepsf_muonTriggerSF") + ->debug("Trigger - File {}", mu_trigger_sf_file); + Logger::get("lepsf_muonTriggerSF") + ->debug("Trigger - Name {}", mu_trigger_sf_name); + auto evaluator_mu_trigger = + correction::CorrectionSet::from_file(mu_trigger_sf_file) + ->at(mu_trigger_sf_name); + auto mu_trigger_nom = + [evaluator_mu_trigger](const float &pt, const float &eta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + Logger::get("lepsf_muonTriggerSF") + ->debug("Muon - pt {}, eta {}", pt, eta); + if (pt >= 0.0) + sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger - sf {}", sf); + return sf; + }; + Logger::get("lepsf_muonTriggerSF") + ->debug("Trigger syst - File {}", mu_trigger_sf_file_syst); + Logger::get("lepsf_muonTriggerSF") + ->debug("Trigger syst - Name {}", mu_trigger_sf_name_syst); + auto evaluator_mu_trigger_syst = + correction::CorrectionSet::from_file(mu_trigger_sf_file_syst) + ->at(mu_trigger_sf_name_syst); + auto mu_trigger_up = [evaluator_mu_trigger, evaluator_mu_trigger_syst]( + const float &pt, const float &eta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) + + evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger up - sf {}", sf); + return sf; + }; + auto mu_trigger_down = [evaluator_mu_trigger, evaluator_mu_trigger_syst]( + const float &pt, const float &eta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_trigger->evaluate({std::abs(eta), pt}) - + evaluator_mu_trigger_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonTriggerSF")->debug("Trigger down - sf {}", sf); + return sf; }; - const ROOT::RVec shift_LF { - "central", - "central", - "central", - "central", - "central", - "up_correlated", - "up_uncorrelated", - "down_correlated", - "down_uncorrelated" - }; - - auto btag_sf = [evaluator_btag_sf_HF, evaluator_btag_sf_LF, - btag_corr_algo_HF, btag_corr_algo_LF, - evaluator_btag_eff_b, evaluator_btag_eff_c, evaluator_btag_eff_udsg, - btag_wp, max_bjet_eta_sf, - shift_HF, shift_LF - ](const int &is_iso, - const int &is_reco, - const int &is_jjb, - const int &is_jjbb, - const int &is_jjjb, - const int &is_jjjbb, - const float &nonbjet_pt_1, - const float &nonbjet_eta_1, - const float &nonbjet_btag_1, - const int &nonbjet_flavor_1, - const float &nonbjet_pt_2, - const float &nonbjet_eta_2, - const float &nonbjet_btag_2, - const int &nonbjet_flavor_2, - const float &bjet_pt_1, - const float &bjet_eta_1, - const float &bjet_btag_1, - const int &bjet_flavor_1, - const float &bjet_pt_2, - const float &bjet_eta_2, - const float &bjet_btag_2, - const int &bjet_flavor_2) { - - int n_var = shift_HF.size(); - - ROOT::RVec sf_vec(n_var, 1.); - - if (is_iso != +1 || is_reco == 0) return sf_vec; - - double P_MC = 1.; - ROOT::RVec P_data(n_var, 1.); - - ROOT::RVec sf_b1(n_var, 1.); - ROOT::RVec sf_b2(n_var, 1.); - ROOT::RVec sf_nonb1(n_var, 1.); - ROOT::RVec sf_nonb2(n_var, 1.); - - double eff_b1 = 1.; - double eff_b2 = 1.; - double eff_nonb1 = 1.; - double eff_nonb2 = 1.; - - - if (is_jjb) { - - Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); - Logger::get("btagsf")->debug("nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, nonbjet_eta_1, nonbjet_pt_1); - - if (bjet_flavor_1 == 5) { - eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else if (bjet_flavor_1 == 4) { - eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else { - eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - - P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { - P_data[i] *= sf_b1[i] * eff_b1; - Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); - } - - - if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { - if (nonbjet_flavor_1 == 5) { - eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else if (nonbjet_flavor_1 == 4) { - eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else { - eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - - P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); - Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); - } - } - - - } + Logger::get("lepsf_muonIsoSF") + ->debug("Setting up functions for muon iso sf"); + Logger::get("lepsf_muonIsoSF")->debug("ISO - File {}", mu_iso_sf_file); + Logger::get("lepsf_muonIsoSF")->debug("ISO - Name {}", mu_iso_sf_name); + auto evaluator_mu_iso = correction::CorrectionSet::from_file(mu_iso_sf_file) + ->at(mu_iso_sf_name); + auto mu_iso_nom = [evaluator_mu_iso](const float &pt, const float &eta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonIsoSF")->debug("Iso - sf {}", sf); + return sf; + }; + Logger::get("lepsf_muonisoSF") + ->debug("iso syst - File {}", mu_iso_sf_file_syst); + Logger::get("lepsf_muonisoSF") + ->debug("iso syst - Name {}", mu_iso_sf_name_syst); + auto evaluator_mu_iso_syst = + correction::CorrectionSet::from_file(mu_iso_sf_file_syst) + ->at(mu_iso_sf_name_syst); + auto mu_iso_up = [evaluator_mu_iso, evaluator_mu_iso_syst]( + const float &pt, const float &eta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) + + evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonIsoSF")->debug("Iso up - sf {}", sf); + return sf; + }; + auto mu_iso_down = [evaluator_mu_iso, evaluator_mu_iso_syst]( + const float &pt, const float &eta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_iso->evaluate({std::abs(eta), pt}) - + evaluator_mu_iso_syst->evaluate({std::abs(eta), pt}); + Logger::get("lepsf_muonIsoSF")->debug("Iso down - sf {}", sf); + return sf; + }; + Logger::get("lepsf_muonIdSF")->debug("Setting up functions for muon id sf"); + Logger::get("lepsf_muonIdSF")->debug("ID - File {}", mu_sf_file); + Logger::get("lepsf_muonIdSF")->debug("ID - Name {}", mu_id_sf_name); + Logger::get("lepsf_muonIdSF")->debug("ID - Era {}", mu_sf_era); + auto evaluator_mu_id = + correction::CorrectionSet::from_file(mu_sf_file)->at(mu_id_sf_name); + + auto mu_id_nom = [evaluator_mu_id, mu_sf_era]( + const float &pt, const float &eta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = + evaluator_mu_id->evaluate({mu_sf_era, std::abs(eta), pt, "sf"}); + Logger::get("lepsf_muonIdSF")->debug("ID - sf {}", sf); + return sf; + }; - if (is_jjbb) { - - Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); - Logger::get("btagsf")->debug("bjet 2 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_2, bjet_eta_2, bjet_pt_2); - - if (bjet_flavor_1 == 5) { - eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else if (bjet_flavor_1 == 4) { - eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else { - eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - - P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { - P_data[i] *= sf_b1[i] * eff_b1; - Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); - } - - - if (bjet_flavor_2 == 5) { - eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } - else if (bjet_flavor_2 == 4) { - eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } - else { - eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } - - P_MC *= eff_b2; - for (int i = 0; i < n_var; i++) { - P_data[i] *= sf_b2[i] * eff_b2; - Logger::get("btagsf")->debug("updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", eff_b2, sf_b2[i], P_MC, P_data[i]); - } + auto mu_id_up = [evaluator_mu_id, mu_sf_era]( + const float &pt, const float &eta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_id->evaluate( + {mu_sf_era, std::abs(eta), pt, "systup"}); + Logger::get("lepsf_muonIdSF")->debug("ID up - sf {}", sf); + return sf; + }; + auto mu_id_down = [evaluator_mu_id, mu_sf_era]( + const float &pt, const float &eta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_mu == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_mu_id->evaluate( + {mu_sf_era, std::abs(eta), pt, "systdown"}); + Logger::get("lepsf_muonIdSF")->debug("ID down - sf {}", sf); + return sf; + }; - } + auto df1 = df.Define(str_lep_sf_mu_trigger_nom, mu_trigger_nom, + {str_lep_pt, str_lep_eta, str_lep_is_mu, str_lep_is_el, + str_lep_is_iso}); + auto df2 = df1.Define(str_lep_sf_mu_trigger_up, mu_trigger_up, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df3 = df2.Define(str_lep_sf_mu_trigger_down, mu_trigger_down, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df4 = df3.Define(str_lep_sf_mu_iso_nom, mu_iso_nom, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df5 = df4.Define(str_lep_sf_mu_iso_up, mu_iso_up, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df6 = df5.Define(str_lep_sf_mu_iso_down, mu_iso_down, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df7 = df6.Define(str_lep_sf_mu_id_nom, mu_id_nom, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df8 = df7.Define(str_lep_sf_mu_id_up, mu_id_up, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df9 = df8.Define(str_lep_sf_mu_id_down, mu_id_down, + {str_lep_pt, str_lep_eta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + + Logger::get("lepsf_electronTriggerSF") + ->debug("Setting up functions for electron trigger sf"); + Logger::get("lepsf_electronTriggerSF") + ->debug("Trigger - File {}", el_trigger_sf_file); + Logger::get("lepsf_electronTriggerSF") + ->debug("Trigger - Name {}", el_trigger_sf_name); + auto evaluator_el_trigger = + correction::CorrectionSet::from_file(el_trigger_sf_file) + ->at(el_trigger_sf_name); + auto el_trigger_nom = [evaluator_el_trigger]( + const float &pt, const float &sceta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + Logger::get("lepsf_electronTriggerSF") + ->debug("Electron - pt {}, sceta {}", pt, sceta); + if (pt >= 0.0) + sf = evaluator_el_trigger->evaluate({sceta, pt}); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger - sf {}", sf); + return sf; + }; + auto evaluator_el_trigger_syst = + correction::CorrectionSet::from_file(el_trigger_sf_file_syst) + ->at(el_trigger_sf_name_syst); + auto el_trigger_up = [evaluator_el_trigger, evaluator_el_trigger_syst]( + const float &pt, const float &sceta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_trigger->evaluate({sceta, pt}) + + evaluator_el_trigger_syst->evaluate({sceta, pt}); + Logger::get("lepsf_electronTriggerSF")->debug("Trigger up - sf {}", sf); + return sf; + }; + auto el_trigger_down = [evaluator_el_trigger, evaluator_el_trigger_syst]( + const float &pt, const float &sceta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_trigger->evaluate({sceta, pt}) - + evaluator_el_trigger_syst->evaluate({sceta, pt}); + Logger::get("lepsf_electronTriggerSF") + ->debug("Trigger down - sf {}", sf); + return sf; + }; - if (is_jjjb) { - - Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); - Logger::get("btagsf")->debug("nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, nonbjet_eta_1, nonbjet_pt_1); - Logger::get("btagsf")->debug("nonbjet 2 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_2, nonbjet_eta_2, nonbjet_pt_2); - - if (bjet_flavor_1 == 5) { - eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else if (bjet_flavor_1 == 4) { - eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else { - eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - - P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { - P_data[i] *= sf_b1[i] * eff_b1; - Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); - } - - - if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { - if (nonbjet_flavor_1 == 5) { - eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else if (nonbjet_flavor_1 == 4) { - eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else { - eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - - P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); - Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); - } - } - - if (std::abs(nonbjet_eta_2) < max_bjet_eta_sf) { - Logger::get("btagsf")->debug("val 1 {}, val 2 {}, < ??? {}", std::abs(nonbjet_eta_2), max_bjet_eta_sf, std::abs(nonbjet_eta_2) < max_bjet_eta_sf); - if (nonbjet_flavor_2 == 5) { - eff_nonb2 = evaluator_btag_eff_b->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } - else if (nonbjet_flavor_2 == 4) { - eff_nonb2 = evaluator_btag_eff_c->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } - else { - eff_nonb2 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_nonb2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); - } - - P_MC *= (1 - eff_nonb2); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); - Logger::get("btagsf")->debug("updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, P_data {}", eff_nonb2, sf_nonb2[i], P_MC, P_data[i]); - } - } + Logger::get("lepsf_electronSF") + ->debug("Setting up functions for electron id+reco sf"); + Logger::get("lepsf_electronSF")->debug("SF - File {}", el_sf_file); + Logger::get("lepsf_electronSF")->debug("SF - Name {}", el_id_sf_name); + Logger::get("lepsf_electronSF")->debug("SF - Era {}", el_sf_era); + auto evaluator_el_sf = + correction::CorrectionSet::from_file(el_sf_file)->at(el_id_sf_name); + + auto el_id_nom = [evaluator_el_sf, el_sf_era]( + const float &pt, const float &sceta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_sf->evaluate( + {el_sf_era, "sf", "Tight", sceta, pt}); + Logger::get("lepsf_electronIdSF")->debug("ID - sf {}", sf); + return sf; + }; + auto el_id_up = [evaluator_el_sf, el_sf_era]( + const float &pt, const float &sceta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_sf->evaluate( + {el_sf_era, "sfup", "Tight", sceta, pt}); + Logger::get("lepsf_electronIdSF")->debug("ID up - sf {}", sf); + return sf; + }; - } + auto el_id_down = [evaluator_el_sf, el_sf_era]( + const float &pt, const float &sceta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_sf->evaluate( + {el_sf_era, "sfdown", "Tight", sceta, pt}); + Logger::get("lepsf_electronIdSF")->debug("ID down - sf {}", sf); + return sf; + }; + auto el_reco_nom = [evaluator_el_sf, + el_sf_era](const float &pt, const float &sceta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_sf->evaluate( + {el_sf_era, "sf", "RecoAbove20", sceta, pt}); + Logger::get("lepsf_electronRecoSF")->debug("RECO - sf {}", sf); + return sf; + }; - if (is_jjjbb) { - - Logger::get("btagsf")->debug("bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, bjet_eta_1, bjet_pt_1); - Logger::get("btagsf")->debug("bjet 2 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_2, bjet_eta_2, bjet_pt_2); - Logger::get("btagsf")->debug("nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, nonbjet_eta_1, nonbjet_pt_1); - - if (bjet_flavor_1 == 5) { - eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else if (bjet_flavor_1 == 4) { - eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - else { - eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); - } - - P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { - P_data[i] *= sf_b1[i] * eff_b1; - Logger::get("btagsf")->debug("updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", eff_b1, sf_b1[i], P_MC, P_data[i]); - } - - - if (bjet_flavor_2 == 5) { - eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } - else if (bjet_flavor_2 == 4) { - eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } - else { - eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); - } - - P_MC *= eff_b2; - for (int i = 0; i < n_var; i++) { - P_data[i] *= sf_b2[i] * eff_b2; - Logger::get("btagsf")->debug("updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", eff_b2, sf_b2[i], P_MC, P_data[i]); - } - - - if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { - if (nonbjet_flavor_1 == 5) { - eff_nonb1 = evaluator_btag_eff_b->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else if (nonbjet_flavor_1 == 4) { - eff_nonb1 = evaluator_btag_eff_c->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate({shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - else { - eff_nonb1 = evaluator_btag_eff_udsg->evaluate({nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate({shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); - } - - P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { - P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); - Logger::get("btagsf")->debug("updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, P_data {}", eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); - } - } + auto el_reco_up = [evaluator_el_sf, el_sf_era]( + const float &pt, const float &sceta, const int &is_mu, + const int &is_el, const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_sf->evaluate( + {el_sf_era, "sfup", "RecoAbove20", sceta, pt}); + Logger::get("lepsf_electronRecoSF")->debug("RECO up - sf {}", sf); + return sf; + }; + auto el_reco_down = [evaluator_el_sf, + el_sf_era](const float &pt, const float &sceta, + const int &is_mu, const int &is_el, + const int &is_iso) { + double sf = 1.; + if (is_el == 0 || is_iso != +1) + return sf; + if (pt >= 0.0) + sf = evaluator_el_sf->evaluate( + {el_sf_era, "sfdown", "RecoAbove20", sceta, pt}); + Logger::get("lepsf_electronRecoSF")->debug("RECO down - sf {}", sf); + return sf; + }; - } + auto df10 = df9.Define(str_lep_sf_el_trigger_nom, el_trigger_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df11 = df10.Define(str_lep_sf_el_trigger_up, el_trigger_up, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df12 = df11.Define(str_lep_sf_el_trigger_down, el_trigger_down, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + + auto df13 = df12.Define(str_lep_sf_el_id_nom, el_id_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df14 = df13.Define(str_lep_sf_el_id_up, el_id_up, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df15 = df14.Define(str_lep_sf_el_id_down, el_id_down, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + + auto df16 = df15.Define(str_lep_sf_el_reco_nom, el_reco_nom, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df17 = df16.Define(str_lep_sf_el_reco_up, el_reco_up, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + auto df18 = df17.Define(str_lep_sf_el_reco_down, el_reco_down, + {str_lep_pt, str_lep_sceta, str_lep_is_mu, + str_lep_is_el, str_lep_is_iso}); + + return df18; +} - for (int i = 0; i < n_var; i++) { - sf_vec[i] = P_data[i] / P_MC; - Logger::get("btagsf")->debug("final btag SF (var {}): {}", i, sf_vec[i]); +ROOT::RDF::RNode BTagScaleFactors( + ROOT::RDF::RNode df, const std::string &str_is_iso, + const std::string &str_is_reco, const std::string &str_is_jjb, + const std::string &str_is_jjbb, const std::string &str_is_jjjb, + const std::string &str_is_jjjbb, const std::string &str_nonbjet_pt_1, + const std::string &str_nonbjet_eta_1, const std::string &str_nonbjet_btag_1, + const std::string &str_nonbjet_flavor_1, + const std::string &str_nonbjet_pt_2, const std::string &str_nonbjet_eta_2, + const std::string &str_nonbjet_btag_2, + const std::string &str_nonbjet_flavor_2, const std::string &str_bjet_pt_1, + const std::string &str_bjet_eta_1, const std::string &str_bjet_btag_1, + const std::string &str_bjet_flavor_1, const std::string &str_bjet_pt_2, + const std::string &str_bjet_eta_2, const std::string &str_bjet_btag_2, + const std::string &str_bjet_flavor_2, const std::string &str_btag_sf_vec, + const std::string &str_btagw_nom, const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, const std::string &btag_eff_type, + const std::string &btag_wp, const float &max_bjet_eta_sf) { + + Logger::get("btagsf")->debug("Setting up functions for b tagging sf"); + Logger::get("btagsf")->debug("B tagging SF - File {}", btag_sf_file); + Logger::get("btagsf")->debug("B tagging SF - Name HF {}", + btag_corr_algo_HF); + auto evaluator_btag_sf_HF = + correction::CorrectionSet::from_file(btag_sf_file) + ->at(btag_corr_algo_HF); + Logger::get("btagsf")->debug("B tagging SF - Name LF {}", + btag_corr_algo_LF); + auto evaluator_btag_sf_LF = + correction::CorrectionSet::from_file(btag_sf_file) + ->at(btag_corr_algo_LF); + Logger::get("btagsf")->debug("B tagging EFF - File {}", btag_eff_file); + + std::string btag_eff_name_b = "top_b"; + std::string btag_eff_name_c = "top_c"; + std::string btag_eff_name_udsg = "top_l"; + if (btag_eff_type == "ewk") { + btag_eff_name_b = "ewk_b"; + btag_eff_name_c = "ewk_c"; + btag_eff_name_udsg = "ewk_l"; } + Logger::get("btagsf")->debug("B tagging EFF - Name {} b, {}", btag_eff_type, + btag_eff_name_b); + auto evaluator_btag_eff_b = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_b); + Logger::get("btagsf")->debug("B tagging EFF - Name {} c, {}", btag_eff_type, + btag_eff_name_c); + auto evaluator_btag_eff_c = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_c); + Logger::get("btagsf")->debug("B tagging EFF - Name {} udsg, {}", + btag_eff_type, btag_eff_name_udsg); + auto evaluator_btag_eff_udsg = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_udsg); + + // 0 cerntal + // 1 HFup_correlated + // 2 HFup_uncorrelated + // 3 HFdown_correlated + // 4 HFdown_uncorrelated + // 5 LFup_correlated + // 6 LFup_uncorrelated + // 7 LFdown_correlated + // 8 LFdown_uncorrelatedOD + + const ROOT::RVec shift_HF{ + "central", "up_correlated", "up_uncorrelated", + "down_correlated", "down_uncorrelated", "central", + "central", "central", "central"}; + + const ROOT::RVec shift_LF{ + "central", "central", "central", + "central", "central", "up_correlated", + "up_uncorrelated", "down_correlated", "down_uncorrelated"}; + + auto btag_sf = [evaluator_btag_sf_HF, evaluator_btag_sf_LF, + btag_corr_algo_HF, btag_corr_algo_LF, evaluator_btag_eff_b, + evaluator_btag_eff_c, evaluator_btag_eff_udsg, btag_wp, + max_bjet_eta_sf, shift_HF, shift_LF]( + const int &is_iso, const int &is_reco, const int &is_jjb, + const int &is_jjbb, const int &is_jjjb, + const int &is_jjjbb, const float &nonbjet_pt_1, + const float &nonbjet_eta_1, const float &nonbjet_btag_1, + const int &nonbjet_flavor_1, const float &nonbjet_pt_2, + const float &nonbjet_eta_2, const float &nonbjet_btag_2, + const int &nonbjet_flavor_2, const float &bjet_pt_1, + const float &bjet_eta_1, const float &bjet_btag_1, + const int &bjet_flavor_1, const float &bjet_pt_2, + const float &bjet_eta_2, const float &bjet_btag_2, + const int &bjet_flavor_2) { + int n_var = shift_HF.size(); + + ROOT::RVec sf_vec(n_var, 1.); + + if (is_iso != +1 || is_reco == 0) + return sf_vec; + + double P_MC = 1.; + ROOT::RVec P_data(n_var, 1.); + + ROOT::RVec sf_b1(n_var, 1.); + ROOT::RVec sf_b2(n_var, 1.); + ROOT::RVec sf_nonb1(n_var, 1.); + ROOT::RVec sf_nonb2(n_var, 1.); + + double eff_b1 = 1.; + double eff_b2 = 1.; + double eff_nonb1 = 1.; + double eff_nonb2 = 1.; + + if (is_jjb) { + + Logger::get("btagsf")->debug( + "bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, + bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug( + "nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, + nonbjet_eta_1, nonbjet_pt_1); + + if (bjet_flavor_1 == 5) { + eff_b1 = + evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else if (bjet_flavor_1 == 4) { + eff_b1 = + evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else { + eff_b1 = + evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug( + "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", + eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug( + "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " + "P_data {}", + eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } + } + } + + if (is_jjbb) { + + Logger::get("btagsf")->debug( + "bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, + bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug( + "bjet 2 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_2, + bjet_eta_2, bjet_pt_2); + + if (bjet_flavor_1 == 5) { + eff_b1 = + evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else if (bjet_flavor_1 == 4) { + eff_b1 = + evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else { + eff_b1 = + evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug( + "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", + eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + if (bjet_flavor_2 == 5) { + eff_b2 = + evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_b2[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_2, + std::abs(bjet_eta_2), bjet_pt_2}); + } else if (bjet_flavor_2 == 4) { + eff_b2 = + evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_b2[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_2, + std::abs(bjet_eta_2), bjet_pt_2}); + } else { + eff_b2 = + evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_b2[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, bjet_flavor_2, + std::abs(bjet_eta_2), bjet_pt_2}); + } + + P_MC *= eff_b2; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b2[i] * eff_b2; + Logger::get("btagsf")->debug( + "updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", + eff_b2, sf_b2[i], P_MC, P_data[i]); + } + } + + if (is_jjjb) { + + Logger::get("btagsf")->debug( + "bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, + bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug( + "nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, + nonbjet_eta_1, nonbjet_pt_1); + Logger::get("btagsf")->debug( + "nonbjet 2 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_2, + nonbjet_eta_2, nonbjet_pt_2); + + if (bjet_flavor_1 == 5) { + eff_b1 = + evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else if (bjet_flavor_1 == 4) { + eff_b1 = + evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else { + eff_b1 = + evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug( + "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", + eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug( + "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " + "P_data {}", + eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } + } + + if (std::abs(nonbjet_eta_2) < max_bjet_eta_sf) { + Logger::get("btagsf")->debug( + "val 1 {}, val 2 {}, < ??? {}", std::abs(nonbjet_eta_2), + max_bjet_eta_sf, std::abs(nonbjet_eta_2) < max_bjet_eta_sf); + if (nonbjet_flavor_2 == 5) { + eff_nonb2 = evaluator_btag_eff_b->evaluate( + {nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_nonb2[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_2, + std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } else if (nonbjet_flavor_2 == 4) { + eff_nonb2 = evaluator_btag_eff_c->evaluate( + {nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_nonb2[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_2, + std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } else { + eff_nonb2 = evaluator_btag_eff_udsg->evaluate( + {nonbjet_eta_2, nonbjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_nonb2[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, nonbjet_flavor_2, + std::abs(nonbjet_eta_2), nonbjet_pt_2}); + } + + P_MC *= (1 - eff_nonb2); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); + Logger::get("btagsf")->debug( + "updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, " + "P_data {}", + eff_nonb2, sf_nonb2[i], P_MC, P_data[i]); + } + } + } + + if (is_jjjbb) { + + Logger::get("btagsf")->debug( + "bjet 1 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_1, + bjet_eta_1, bjet_pt_1); + Logger::get("btagsf")->debug( + "bjet 2 ---> flavor: {}, eta: {}, pt: {}", bjet_flavor_2, + bjet_eta_2, bjet_pt_2); + Logger::get("btagsf")->debug( + "nonbjet 1 ---> flavor: {}, eta: {}, pt: {}", nonbjet_flavor_1, + nonbjet_eta_1, nonbjet_pt_1); + + if (bjet_flavor_1 == 5) { + eff_b1 = + evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else if (bjet_flavor_1 == 4) { + eff_b1 = + evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } else { + eff_b1 = + evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_b1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, bjet_flavor_1, + std::abs(bjet_eta_1), bjet_pt_1}); + } + + P_MC *= eff_b1; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b1[i] * eff_b1; + Logger::get("btagsf")->debug( + "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", + eff_b1, sf_b1[i], P_MC, P_data[i]); + } + + if (bjet_flavor_2 == 5) { + eff_b2 = + evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_b2[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_2, + std::abs(bjet_eta_2), bjet_pt_2}); + } else if (bjet_flavor_2 == 4) { + eff_b2 = + evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_b2[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, bjet_flavor_2, + std::abs(bjet_eta_2), bjet_pt_2}); + } else { + eff_b2 = + evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); + for (int i = 0; i < n_var; i++) + sf_b2[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, bjet_flavor_2, + std::abs(bjet_eta_2), bjet_pt_2}); + } + + P_MC *= eff_b2; + for (int i = 0; i < n_var; i++) { + P_data[i] *= sf_b2[i] * eff_b2; + Logger::get("btagsf")->debug( + "updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", + eff_b2, sf_b2[i], P_MC, P_data[i]); + } + + if (std::abs(nonbjet_eta_1) < max_bjet_eta_sf) { + if (nonbjet_flavor_1 == 5) { + eff_nonb1 = evaluator_btag_eff_b->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } else if (nonbjet_flavor_1 == 4) { + eff_nonb1 = evaluator_btag_eff_c->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( + {shift_HF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } else { + eff_nonb1 = evaluator_btag_eff_udsg->evaluate( + {nonbjet_eta_1, nonbjet_pt_1}); + for (int i = 0; i < n_var; i++) + sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( + {shift_LF[i], btag_wp, nonbjet_flavor_1, + std::abs(nonbjet_eta_1), nonbjet_pt_1}); + } + + P_MC *= (1 - eff_nonb1); + for (int i = 0; i < n_var; i++) { + P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); + Logger::get("btagsf")->debug( + "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " + "P_data {}", + eff_nonb1, sf_nonb1[i], P_MC, P_data[i]); + } + } + } + + for (int i = 0; i < n_var; i++) { + sf_vec[i] = P_data[i] / P_MC; + Logger::get("btagsf")->debug("final btag SF (var {}): {}", i, + sf_vec[i]); + } + + return sf_vec; + }; - return sf_vec; - }; - - - auto df2 = df.Define(str_btag_sf_vec, - btag_sf, - {str_is_iso, str_is_reco, - str_is_jjb, str_is_jjbb, str_is_jjjb, str_is_jjjbb, - str_nonbjet_pt_1, str_nonbjet_eta_1, str_nonbjet_btag_1, str_nonbjet_flavor_1, - str_nonbjet_pt_2, str_nonbjet_eta_2, str_nonbjet_btag_2, str_nonbjet_flavor_2, - str_bjet_pt_1, str_bjet_eta_1, str_bjet_btag_1, str_bjet_flavor_1, - str_bjet_pt_2, str_bjet_eta_2, str_bjet_btag_2, str_bjet_flavor_2} - ); - - - auto df3 = df2.Define(str_btagw_nom, - [](const ROOT::RVec &sf_vec) { - return sf_vec[0]; - }, - {str_btag_sf_vec} - ); - - auto df4 = df3.Define(str_btagw_HFup_corr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[1]; - }, - {str_btag_sf_vec} - ); - - auto df5 = df4.Define(str_btagw_HFup_uncorr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[2]; - }, - {str_btag_sf_vec} - ); - - auto df6 = df5.Define(str_btagw_HFdown_corr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[3]; - }, - {str_btag_sf_vec} - ); - - auto df7 = df6.Define(str_btagw_HFdown_uncorr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[4]; - }, - {str_btag_sf_vec} - ); - - auto df8 = df7.Define(str_btagw_LFup_corr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[5]; - }, - {str_btag_sf_vec} - ); - - auto df9 = df8.Define(str_btagw_LFup_uncorr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[6]; - }, - {str_btag_sf_vec} - ); - - auto df10 = df9.Define(str_btagw_LFdown_corr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[7]; - }, - {str_btag_sf_vec} - ); - - auto df11 = df10.Define(str_btagw_LFdown_uncorr, - [](const ROOT::RVec &sf_vec) { - return sf_vec[8]; - }, - {str_btag_sf_vec} - ); - - - return df11; - + auto df2 = df.Define( + str_btag_sf_vec, btag_sf, + {str_is_iso, str_is_reco, str_is_jjb, + str_is_jjbb, str_is_jjjb, str_is_jjjbb, + str_nonbjet_pt_1, str_nonbjet_eta_1, str_nonbjet_btag_1, + str_nonbjet_flavor_1, str_nonbjet_pt_2, str_nonbjet_eta_2, + str_nonbjet_btag_2, str_nonbjet_flavor_2, str_bjet_pt_1, + str_bjet_eta_1, str_bjet_btag_1, str_bjet_flavor_1, + str_bjet_pt_2, str_bjet_eta_2, str_bjet_btag_2, + str_bjet_flavor_2}); + + auto df3 = + df2.Define(str_btagw_nom, + [](const ROOT::RVec &sf_vec) { return sf_vec[0]; }, + {str_btag_sf_vec}); + + auto df4 = + df3.Define(str_btagw_HFup_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[1]; }, + {str_btag_sf_vec}); + + auto df5 = + df4.Define(str_btagw_HFup_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[2]; }, + {str_btag_sf_vec}); + + auto df6 = + df5.Define(str_btagw_HFdown_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[3]; }, + {str_btag_sf_vec}); + + auto df7 = + df6.Define(str_btagw_HFdown_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[4]; }, + {str_btag_sf_vec}); + + auto df8 = + df7.Define(str_btagw_LFup_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[5]; }, + {str_btag_sf_vec}); + + auto df9 = + df8.Define(str_btagw_LFup_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[6]; }, + {str_btag_sf_vec}); + + auto df10 = + df9.Define(str_btagw_LFdown_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[7]; }, + {str_btag_sf_vec}); + + auto df11 = + df10.Define(str_btagw_LFdown_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[8]; }, + {str_btag_sf_vec}); + + return df11; } - - - } // end namespace topreco #endif /* GUARD_TOPRECO_H */ From 62f6707158ae9f16bd0c838f101a57c018579aea Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Feb 2023 11:29:59 +0100 Subject: [PATCH 086/284] py format --- .../btag_eff/convert_hist_to_corrlib.py | 70 ++++++----- .../electron/convert_hist_to_corrlib.py | 62 ++++++---- .../custom_sf/muon/convert_hist_to_corrlib.py | 111 ++++++++++++------ 3 files changed, 147 insertions(+), 96 deletions(-) diff --git a/data/custom_sf/btag_eff/convert_hist_to_corrlib.py b/data/custom_sf/btag_eff/convert_hist_to_corrlib.py index 0d822bdb..625d10d6 100644 --- a/data/custom_sf/btag_eff/convert_hist_to_corrlib.py +++ b/data/custom_sf/btag_eff/convert_hist_to_corrlib.py @@ -3,42 +3,49 @@ import gzip - - -syst = '' +syst = "" corrs = {} -corrs['2016preVFP'] = {} +corrs["2016preVFP"] = {} # corrs['2016preVFP']['btag_eff_filename'] = '2016preVFP_UL/btag_eff_2016preVFP.root'.replace('.root', syst + '.root') -corrs['2016postVFP'] = {} +corrs["2016postVFP"] = {} # corrs['2016postVFP']['btag_eff_filename'] = '2016postVFP_UL/btag_eff_2016postVFP.root'.replace('.root', syst + '.root') -corrs['2017'] = {} +corrs["2017"] = {} # corrs['2017']['btag_eff_filename'] = '2017_UL/btag_eff_2017.root'.replace('.root', syst + '.root') -corrs['2018'] = {} +corrs["2018"] = {} # corrs['2018']['btag_eff_filename'] = '2018_UL/btag_eff_2018.root'.replace('.root', syst + '.root') print(corrs.keys()) print(corrs) for y in corrs.keys(): - for f in ['b', 'c', 'l']: - corrs[y]['btag_eff_' + f + '_top'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btageff__top_' + y + '.root:h_eff_' + f, axis_names = ['eta','pt']) - corrs[y]['btag_eff_' + f + '_top'].description = 'btag eff (' + f +') for top in ' + y - corrs[y]['btag_eff_' + f + '_top'].data.flow = "clamp" - corrs[y]['btag_eff_' + f + '_top'].name = 'top_' + f - - corrs[y]['btag_eff_' + f + '_ewk'] = correctionlib.convert.from_uproot_THx(path = y + '_UL/btageff__ewk_' + y + '.root:h_eff_' + f, axis_names = ['eta','pt']) - corrs[y]['btag_eff_' + f + '_ewk'].description = 'btag eff (' + f +') for ewk in ' + y - corrs[y]['btag_eff_' + f + '_ewk'].data.flow = "clamp" - corrs[y]['btag_eff_' + f + '_ewk'].name = 'ewk_' + f - - - -file_description = 'b tag eff maps for UL' + for f in ["b", "c", "l"]: + corrs[y]["btag_eff_" + f + "_top"] = correctionlib.convert.from_uproot_THx( + path=y + "_UL/btageff__top_" + y + ".root:h_eff_" + f, + axis_names=["eta", "pt"], + ) + corrs[y]["btag_eff_" + f + "_top"].description = ( + "btag eff (" + f + ") for top in " + y + ) + corrs[y]["btag_eff_" + f + "_top"].data.flow = "clamp" + corrs[y]["btag_eff_" + f + "_top"].name = "top_" + f + + corrs[y]["btag_eff_" + f + "_ewk"] = correctionlib.convert.from_uproot_THx( + path=y + "_UL/btageff__ewk_" + y + ".root:h_eff_" + f, + axis_names=["eta", "pt"], + ) + corrs[y]["btag_eff_" + f + "_ewk"].description = ( + "btag eff (" + f + ") for ewk in " + y + ) + corrs[y]["btag_eff_" + f + "_ewk"].data.flow = "clamp" + corrs[y]["btag_eff_" + f + "_ewk"].name = "ewk_" + f + + +file_description = "b tag eff maps for UL" cset = {} @@ -47,25 +54,24 @@ cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, - description='{} ({})'.format(file_description, y), + description="{} ({})".format(file_description, y), corrections=[ - corrs[y]['btag_eff_b_top'], - corrs[y]['btag_eff_c_top'], - corrs[y]['btag_eff_l_top'], - corrs[y]['btag_eff_b_ewk'], - corrs[y]['btag_eff_c_ewk'], - corrs[y]['btag_eff_l_ewk'], + corrs[y]["btag_eff_b_top"], + corrs[y]["btag_eff_c_top"], + corrs[y]["btag_eff_l_top"], + corrs[y]["btag_eff_b_ewk"], + corrs[y]["btag_eff_c_ewk"], + corrs[y]["btag_eff_l_ewk"], ], ) - outfile_name = '{}_UL/btag_eff_{}{}.json'.format(y,y,syst) + outfile_name = "{}_UL/btag_eff_{}{}.json".format(y, y, syst) with open(outfile_name, "w") as fout: fout.write(cset[y].json(exclude_unset=True)) - with gzip.open(outfile_name + ".gz" , "wt") as fout: + with gzip.open(outfile_name + ".gz", "wt") as fout: fout.write(cset[y].json(exclude_unset=True)) -test = json.dumps(cset['2018'].json(exclude_unset=True), - indent = 4) +test = json.dumps(cset["2018"].json(exclude_unset=True), indent=4) print(test) diff --git a/data/custom_sf/electron/convert_hist_to_corrlib.py b/data/custom_sf/electron/convert_hist_to_corrlib.py index 527bce69..4bbcb398 100644 --- a/data/custom_sf/electron/convert_hist_to_corrlib.py +++ b/data/custom_sf/electron/convert_hist_to_corrlib.py @@ -3,37 +3,50 @@ import gzip -#syst = '' -syst = '_syststat' +# syst = '' +syst = "_syststat" corrs = {} -corrs['2016preVFP'] = {} -corrs['2016preVFP']['trigger_filename'] = '2016preVFP_UL/trig_2016preVFP.root'.replace('.root', syst + '.root') +corrs["2016preVFP"] = {} +corrs["2016preVFP"]["trigger_filename"] = "2016preVFP_UL/trig_2016preVFP.root".replace( + ".root", syst + ".root" +) -corrs['2016postVFP'] = {} -corrs['2016postVFP']['trigger_filename'] = '2016postVFP_UL/trig_2016postVFP.root'.replace('.root', syst + '.root') +corrs["2016postVFP"] = {} +corrs["2016postVFP"][ + "trigger_filename" +] = "2016postVFP_UL/trig_2016postVFP.root".replace(".root", syst + ".root") -corrs['2017'] = {} -corrs['2017']['trigger_filename'] = '2017_UL/trig_2017.root'.replace('.root', syst + '.root') - -corrs['2018'] = {} -corrs['2018']['trigger_filename'] = '2018_UL/trig_2018.root'.replace('.root', syst + '.root') +corrs["2017"] = {} +corrs["2017"]["trigger_filename"] = "2017_UL/trig_2017.root".replace( + ".root", syst + ".root" +) +corrs["2018"] = {} +corrs["2018"]["trigger_filename"] = "2018_UL/trig_2018.root".replace( + ".root", syst + ".root" +) print(corrs.keys()) print(corrs) for y in corrs.keys(): - if syst: - corrs[y]['trigger_corr'] = correctionlib.convert.from_uproot_THx(path = corrs[y]['trigger_filename'] + ':' + 'h2_uncertaintiesEGamma', axis_names = ['eta','pt']) - else: - corrs[y]['trigger_corr'] = correctionlib.convert.from_uproot_THx(path = corrs[y]['trigger_filename'] + ':' + 'EGamma_SF2D', axis_names = ['eta','pt']) - corrs[y]['trigger_corr'].description = 'Electron trigger SFs for ' + y - corrs[y]['trigger_corr'].data.flow = "clamp" - -file_description = 'custom corrections for Electron HLT in UL' + if syst: + corrs[y]["trigger_corr"] = correctionlib.convert.from_uproot_THx( + path=corrs[y]["trigger_filename"] + ":" + "h2_uncertaintiesEGamma", + axis_names=["eta", "pt"], + ) + else: + corrs[y]["trigger_corr"] = correctionlib.convert.from_uproot_THx( + path=corrs[y]["trigger_filename"] + ":" + "EGamma_SF2D", + axis_names=["eta", "pt"], + ) + corrs[y]["trigger_corr"].description = "Electron trigger SFs for " + y + corrs[y]["trigger_corr"].data.flow = "clamp" + +file_description = "custom corrections for Electron HLT in UL" cset = {} @@ -42,20 +55,19 @@ cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, - description='{} ({})'.format(file_description, y), + description="{} ({})".format(file_description, y), corrections=[ - corrs[y]['trigger_corr'], + corrs[y]["trigger_corr"], ], ) - outfile_name = '{}_UL/trigger_{}{}.json'.format(y,y,syst) + outfile_name = "{}_UL/trigger_{}{}.json".format(y, y, syst) with open(outfile_name, "w") as fout: fout.write(cset[y].json(exclude_unset=True)) - with gzip.open(outfile_name + ".gz" , "wt") as fout: + with gzip.open(outfile_name + ".gz", "wt") as fout: fout.write(cset[y].json(exclude_unset=True)) -test = json.dumps(cset['2018'].json(exclude_unset=True), - indent = 4) +test = json.dumps(cset["2018"].json(exclude_unset=True), indent=4) print(test) diff --git a/data/custom_sf/muon/convert_hist_to_corrlib.py b/data/custom_sf/muon/convert_hist_to_corrlib.py index e3e4da66..e5c48229 100644 --- a/data/custom_sf/muon/convert_hist_to_corrlib.py +++ b/data/custom_sf/muon/convert_hist_to_corrlib.py @@ -3,70 +3,103 @@ import gzip -syst = '' -#syst = '_combined_syst' +syst = "" +# syst = '_combined_syst' corrs = {} -corrs['2016preVFP_UL'] = {} -corrs['2016preVFP_UL']['trigger_histname'] = 'NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt' -corrs['2016preVFP_UL']['iso_histname'] = 'NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt' -corrs['2016preVFP_UL']['trigger_filename'] = '2016preVFP_UL/' + corrs['2016preVFP_UL']['trigger_histname'] + '.root' -corrs['2016preVFP_UL']['iso_filename'] = '2016preVFP_UL/' + corrs['2016preVFP_UL']['iso_histname'] + '.root' - -corrs['2016postVFP_UL'] = {} -corrs['2016postVFP_UL']['trigger_histname'] = 'NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt' -corrs['2016postVFP_UL']['iso_histname'] = 'NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt' -corrs['2016postVFP_UL']['trigger_filename'] = '2016postVFP_UL/' + corrs['2016postVFP_UL']['trigger_histname'] + '.root' -corrs['2016postVFP_UL']['iso_filename'] = '2016postVFP_UL/' + corrs['2016postVFP_UL']['iso_histname'] + '.root' - -corrs['2017_UL'] = {} -corrs['2017_UL']['trigger_histname'] = 'NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt' -corrs['2017_UL']['iso_histname'] = 'NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt' -corrs['2017_UL']['trigger_filename'] = '2017_UL/' + corrs['2017_UL']['trigger_histname'] + '.root' -corrs['2017_UL']['iso_filename'] = '2017_UL/' + corrs['2017_UL']['iso_histname'] + '.root' - -corrs['2018_UL'] = {} -corrs['2018_UL']['trigger_histname'] = 'NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt' -corrs['2018_UL']['iso_histname'] = 'NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt' -corrs['2018_UL']['trigger_filename'] = '2018_UL/' + corrs['2018_UL']['trigger_histname'] + '.root' -corrs['2018_UL']['iso_filename'] = '2018_UL/' + corrs['2018_UL']['iso_histname'] + '.root' +corrs["2016preVFP_UL"] = {} +corrs["2016preVFP_UL"][ + "trigger_histname" +] = "NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt" +corrs["2016preVFP_UL"][ + "iso_histname" +] = "NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt" +corrs["2016preVFP_UL"]["trigger_filename"] = ( + "2016preVFP_UL/" + corrs["2016preVFP_UL"]["trigger_histname"] + ".root" +) +corrs["2016preVFP_UL"]["iso_filename"] = ( + "2016preVFP_UL/" + corrs["2016preVFP_UL"]["iso_histname"] + ".root" +) + +corrs["2016postVFP_UL"] = {} +corrs["2016postVFP_UL"][ + "trigger_histname" +] = "NUM_IsoMu24_or_IsoTkMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt" +corrs["2016postVFP_UL"][ + "iso_histname" +] = "NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt" +corrs["2016postVFP_UL"]["trigger_filename"] = ( + "2016postVFP_UL/" + corrs["2016postVFP_UL"]["trigger_histname"] + ".root" +) +corrs["2016postVFP_UL"]["iso_filename"] = ( + "2016postVFP_UL/" + corrs["2016postVFP_UL"]["iso_histname"] + ".root" +) + +corrs["2017_UL"] = {} +corrs["2017_UL"][ + "trigger_histname" +] = "NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt" +corrs["2017_UL"]["iso_histname"] = "NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt" +corrs["2017_UL"]["trigger_filename"] = ( + "2017_UL/" + corrs["2017_UL"]["trigger_histname"] + ".root" +) +corrs["2017_UL"]["iso_filename"] = ( + "2017_UL/" + corrs["2017_UL"]["iso_histname"] + ".root" +) + +corrs["2018_UL"] = {} +corrs["2018_UL"][ + "trigger_histname" +] = "NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt" +corrs["2018_UL"]["iso_histname"] = "NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt" +corrs["2018_UL"]["trigger_filename"] = ( + "2018_UL/" + corrs["2018_UL"]["trigger_histname"] + ".root" +) +corrs["2018_UL"]["iso_filename"] = ( + "2018_UL/" + corrs["2018_UL"]["iso_histname"] + ".root" +) print(corrs.keys()) print(corrs) for y in corrs.keys(): - corrs[y]['trigger_corr'] = correctionlib.convert.from_uproot_THx(path = corrs[y]['trigger_filename'] + ':' + corrs[y]['trigger_histname'] + syst, axis_names = ['eta','pt']) - corrs[y]['trigger_corr'].description = 'Muon trigger SFs for ' + y - corrs[y]['trigger_corr'].data.flow = "clamp" + corrs[y]["trigger_corr"] = correctionlib.convert.from_uproot_THx( + path=corrs[y]["trigger_filename"] + ":" + corrs[y]["trigger_histname"] + syst, + axis_names=["eta", "pt"], + ) + corrs[y]["trigger_corr"].description = "Muon trigger SFs for " + y + corrs[y]["trigger_corr"].data.flow = "clamp" - corrs[y]['iso_corr'] = correctionlib.convert.from_uproot_THx(path = corrs[y]['iso_filename'] + ':' + corrs[y]['iso_histname'] + syst, axis_names = ['eta','pt']) - corrs[y]['iso_corr'].description = 'Muon iso SFs for ' + y - corrs[y]['iso_corr'].data.flow = "clamp" + corrs[y]["iso_corr"] = correctionlib.convert.from_uproot_THx( + path=corrs[y]["iso_filename"] + ":" + corrs[y]["iso_histname"] + syst, + axis_names=["eta", "pt"], + ) + corrs[y]["iso_corr"].description = "Muon iso SFs for " + y + corrs[y]["iso_corr"].data.flow = "clamp" -file_description = 'custom corrections for Muon HLT and VeryTightIso in UL' +file_description = "custom corrections for Muon HLT and VeryTightIso in UL" cset = {} for y in corrs.keys(): cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, - description='{} ({})'.format(file_description, y), + description="{} ({})".format(file_description, y), corrections=[ - corrs[y]['trigger_corr'], - corrs[y]['iso_corr'], + corrs[y]["trigger_corr"], + corrs[y]["iso_corr"], ], ) - outfile_name = '{}/trigger_iso_{}{}.json'.format(y,y,syst) + outfile_name = "{}/trigger_iso_{}{}.json".format(y, y, syst) with open(outfile_name, "w") as fout: fout.write(cset[y].json(exclude_unset=True)) - with gzip.open(outfile_name + ".gz" , "wt") as fout: + with gzip.open(outfile_name + ".gz", "wt") as fout: fout.write(cset[y].json(exclude_unset=True)) -test = json.dumps(cset['2018_UL'].json(exclude_unset=True), - indent = 4) +test = json.dumps(cset["2018_UL"].json(exclude_unset=True), indent=4) print(test) From b9a17da4f4de3aa4cd339bb88370fce7ee4cab0f Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Feb 2023 18:12:27 +0100 Subject: [PATCH 087/284] spaces... --- code_generation/subset_template.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code_generation/subset_template.cxx b/code_generation/subset_template.cxx index a347ecce..e4123125 100644 --- a/code_generation/subset_template.cxx +++ b/code_generation/subset_template.cxx @@ -22,7 +22,7 @@ #include #include #include -ROOT::RDF::RNode{subsetname}(ROOT::RDF::RNode df0) { +ROOT::RDF::RNode {subsetname} (ROOT::RDF::RNode df0) { // { commands } } From 7fdc6b8c6b05fe5045d8c7ead145756e08f041db Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Feb 2023 18:18:32 +0100 Subject: [PATCH 088/284] renamed sf folder --- .../2016postVFP_UL/btag_eff_2016postVFP.json.gz | Bin .../2016preVFP_UL/btag_eff_2016preVFP.json.gz | Bin .../btag_eff/2017_UL/btag_eff_2017.json.gz | Bin .../btag_eff/2018_UL/btag_eff_2018.json.gz | Bin .../btag_eff/convert_hist_to_corrlib.py | 0 .../2016postVFP_UL/trigger_2016postVFP.json.gz | Bin .../trigger_2016postVFP_syststat.json.gz | Bin .../2016preVFP_UL/trigger_2016preVFP.json.gz | Bin .../trigger_2016preVFP_syststat.json.gz | Bin .../electron/2017_UL/trigger_2017.json.gz | Bin .../electron/2017_UL/trigger_2017_syststat.json.gz | Bin .../electron/2018_UL/trigger_2018.json.gz | Bin .../electron/2018_UL/trigger_2018_syststat.json.gz | Bin .../electron/convert_hist_to_corrlib.py | 0 ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../trigger_iso_2016postVFP_UL.json.gz | Bin ...trigger_iso_2016postVFP_UL_combined_syst.json.gz | Bin ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../2016preVFP_UL/trigger_iso_2016preVFP_UL.json.gz | Bin .../trigger_iso_2016preVFP_UL_combined_syst.json.gz | Bin ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../muon/2017_UL/trigger_iso_2017_UL.json.gz | Bin .../trigger_iso_2017_UL_combined_syst.json.gz | Bin ...utBasedIdTight_and_PFIsoVeryTight_abseta_pt.root | Bin ...ryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root | Bin .../muon/2018_UL/trigger_iso_2018_UL.json.gz | Bin .../trigger_iso_2018_UL_combined_syst.json.gz | Bin .../muon/convert_hist_to_corrlib.py | 0 31 files changed, 0 insertions(+), 0 deletions(-) rename data/{custom_sf => custom_top_sf}/btag_eff/2016postVFP_UL/btag_eff_2016postVFP.json.gz (100%) rename data/{custom_sf => custom_top_sf}/btag_eff/2016preVFP_UL/btag_eff_2016preVFP.json.gz (100%) rename data/{custom_sf => custom_top_sf}/btag_eff/2017_UL/btag_eff_2017.json.gz (100%) rename data/{custom_sf => custom_top_sf}/btag_eff/2018_UL/btag_eff_2018.json.gz (100%) rename data/{custom_sf => custom_top_sf}/btag_eff/convert_hist_to_corrlib.py (100%) rename data/{custom_sf => custom_top_sf}/electron/2016postVFP_UL/trigger_2016postVFP.json.gz (100%) rename data/{custom_sf => custom_top_sf}/electron/2016postVFP_UL/trigger_2016postVFP_syststat.json.gz (100%) rename data/{custom_sf => custom_top_sf}/electron/2016preVFP_UL/trigger_2016preVFP.json.gz (100%) rename data/{custom_sf => custom_top_sf}/electron/2016preVFP_UL/trigger_2016preVFP_syststat.json.gz (100%) rename data/{custom_sf => 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a/data/custom_sf/muon/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root b/data/custom_top_sf/muon/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root similarity index 100% rename from data/custom_sf/muon/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root rename to data/custom_top_sf/muon/2017_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git a/data/custom_sf/muon/2017_UL/trigger_iso_2017_UL.json.gz b/data/custom_top_sf/muon/2017_UL/trigger_iso_2017_UL.json.gz similarity index 100% rename from data/custom_sf/muon/2017_UL/trigger_iso_2017_UL.json.gz rename to data/custom_top_sf/muon/2017_UL/trigger_iso_2017_UL.json.gz diff --git a/data/custom_sf/muon/2017_UL/trigger_iso_2017_UL_combined_syst.json.gz b/data/custom_top_sf/muon/2017_UL/trigger_iso_2017_UL_combined_syst.json.gz similarity index 100% rename from data/custom_sf/muon/2017_UL/trigger_iso_2017_UL_combined_syst.json.gz rename to data/custom_top_sf/muon/2017_UL/trigger_iso_2017_UL_combined_syst.json.gz diff --git a/data/custom_sf/muon/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root b/data/custom_top_sf/muon/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root similarity index 100% rename from data/custom_sf/muon/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root rename to data/custom_top_sf/muon/2018_UL/NUM_IsoMu24_DEN_CutBasedIdTight_and_PFIsoVeryTight_abseta_pt.root diff --git a/data/custom_sf/muon/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root b/data/custom_top_sf/muon/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root similarity index 100% rename from data/custom_sf/muon/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root rename to data/custom_top_sf/muon/2018_UL/NUM_VeryTightRelIso_DEN_TightIDandIPCut_abseta_pt.root diff --git a/data/custom_sf/muon/2018_UL/trigger_iso_2018_UL.json.gz b/data/custom_top_sf/muon/2018_UL/trigger_iso_2018_UL.json.gz similarity index 100% rename from data/custom_sf/muon/2018_UL/trigger_iso_2018_UL.json.gz rename to data/custom_top_sf/muon/2018_UL/trigger_iso_2018_UL.json.gz diff --git a/data/custom_sf/muon/2018_UL/trigger_iso_2018_UL_combined_syst.json.gz b/data/custom_top_sf/muon/2018_UL/trigger_iso_2018_UL_combined_syst.json.gz similarity index 100% rename from data/custom_sf/muon/2018_UL/trigger_iso_2018_UL_combined_syst.json.gz rename to data/custom_top_sf/muon/2018_UL/trigger_iso_2018_UL_combined_syst.json.gz diff --git a/data/custom_sf/muon/convert_hist_to_corrlib.py b/data/custom_top_sf/muon/convert_hist_to_corrlib.py similarity index 100% rename from data/custom_sf/muon/convert_hist_to_corrlib.py rename to data/custom_top_sf/muon/convert_hist_to_corrlib.py From 38a3acbc554674a470276d7bea668a0d0f0e627c Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 16 Feb 2023 11:00:12 +0100 Subject: [PATCH 089/284] optimizing flavor function --- src/jets.cxx | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/src/jets.cxx b/src/jets.cxx index df0a0f21..745ff0e4 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -650,14 +650,12 @@ ROOT::RDF::RNode flavor(ROOT::RDF::RNode df, const std::string &outputname, const std::string &flavorcolumn, const std::string &jetcollection, const int &position) { return df.Define(outputname, - [position](const ROOT::RVec &flavorvalue, + [position](const ROOT::RVec &flavorvalues, const ROOT::RVec &jetcollection) { int flavorValue = default_int; - try { - const int index = jetcollection.at(position); - flavorValue = flavorvalue.at(index); - } catch (const std::out_of_range &e) { - } + const int index = + jetcollection.at(position, default_int); + flavorValue = flavorvalues.at(index, default_int); return flavorValue; }, {flavorcolumn, jetcollection}); From f395f1d34e65c7884cfe51eff7511e6ea5211274 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Thu, 16 Feb 2023 11:00:49 +0100 Subject: [PATCH 090/284] docstrings --- src/topreco.cxx | 225 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 225 insertions(+) diff --git a/src/topreco.cxx b/src/topreco.cxx index 28b8821c..bd3f0bb0 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -20,6 +20,45 @@ const float TOP_MASS = 172.5; // gen mass namespace topreco { +/// Function to create columns for isolated and antiisolated leptons quantities, +/// as used for a semileptonic top selection +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the number of loose muons +/// \param[in] name of the column containing the number of loose electrons +/// \param[in] name of the column containing the number of tight muons +/// \param[in] name of the column containing the number of tight electrons +/// \param[in] name of the column containing the mask for tight muons +/// \param[in] name of the column containing the mask for tight electrons +/// \param[in] name of the column containing the number of antitight muons +/// \param[in] name of the column containing the number of antitight electrons +/// \param[in] name of the column containing the mask for antitight muons +/// \param[in] name of the column containing the mask for antitight electrons +/// \param[in] name of the column for the muon pT in nanoAOD +/// \param[in] name of the column for the muon eta in nanoAOD +/// \param[in] name of the column for the muon phi in nanoAOD +/// \param[in] name of the column for the muon mass in nanoAOD +/// \param[in] name of the column for the muon charge in nanoAOD +/// \param[in] name of the column for the electron pT in nanoAOD +/// \param[in] name of the column for the electron eta in nanoAOD +/// \param[in] name of the column for the electron delta eta eta_sc in nanoAOD +/// \param[in] name of the column for the electron phi in nanoAOD +/// \param[in] name of the column for the electron mass in nanoAOD +/// \param[in] name of the column for the electron charge in nanoAOD +/// \param[out] name of the output column for the number of loose leptons +/// \param[out] name of the output column for the number of tight leptons +/// \param[out] name of the output column for the number of antitight leptons +/// \param[out] name of the output column for a muon flag (tight and antitight) +/// \param[out] name of the output column for an electron flag (tight and +/// antitight) \param[out] name of the output column for an isolation flag (muon +/// and electron) \param[out] name of the output column for the lepton +/// four-momenta \param[out] name of the output column for the lepton +/// supercluster eta \param[out] name of the output column for the lepton charge +/// \param[out] name of the output column for the muon index with respect to the +/// nanoAOD input branches \param[out] name of the output column for the +/// electron index with respect to the nanoAOD input branches +/// +/// \return a dataframe containing the new columns ROOT::RDF::RNode LeptonSelection( ROOT::RDF::RNode df, const std::string &str_n_loose_mu, const std::string &str_n_loose_el, const std::string &str_n_tight_mu, @@ -332,6 +371,16 @@ void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, f = min_fminus(par); } +/// Function to reconstruct a leptonic W boson based on mass constraints and a +/// numerical quadratic equation solver +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the lepton four-momenta +/// \param[in] name of the column containing the missing transverse momentum +/// four-momenta \param[out] name of the output column for reconstructed W boson +/// four-momenta +/// +/// \return a dataframe containing the new columns ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, const std::string &str_lep_p4, const std::string &str_met_p4, @@ -611,6 +660,36 @@ ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, return df2; } +/// Function to reconstruct a leptonic top quark from a b jet and a W boson +/// based on the number of jets and b jets in the event +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the W boson four-momenta +/// \param[in] name of the column containing the number of untagged jets in the +/// event \param[in] name of the column containing the hardest untagged jet +/// four-momenta \param[in] name of the column containing the hardest untagged +/// jet b tagging score \param[in] name of the column containing the second +/// hardest untagged jet four-momenta \param[in] name of the column containing +/// the second hardest untagged jet b tagging score \param[in] name of the +/// column containing the number of b-tagged jets in the event \param[in] name +/// of the column containing the hardest b-tagged jet four-momenta \param[in] +/// name of the column containing the hardest b-tagged jet b tagging score +/// \param[in] name of the column containing the second hardest b-tagged jet +/// four-momenta \param[in] name of the column containing the second hardest +/// b-tagged jet b tagging score \param[out] name of the output column for the +/// flag if the top quark is reconstructable \param[out] name of the output +/// column for the flag if the event falls into the 2j1b category \param[out] +/// name of the output column for the flag if the event falls into the 2j2b +/// category \param[out] name of the output column for the flag if the event +/// falls into the 3j1b category \param[out] name of the output column for the +/// flag if the event falls into the 3j2b category \param[out] name of the +/// output column for the vector of reconstructed particles four-momenta +/// \param[out] name of the output column for the reconstructed top quark +/// four-momenta \param[out] name of the output column for the reconstructed b +/// quark (top quark decay) four-momenta \param[out] name of the output column +/// for the reconstructed b quark (top quark production) four-momenta +/// +/// \return a dataframe containing the new columns ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, const std::string &str_wlep_p4, const std::string &str_n_nonbjets, const std::string &str_nonbjet_p4_1, @@ -754,6 +833,45 @@ TopReco(ROOT::RDF::RNode df, const std::string &str_wlep_p4, return df10; } +/// Function to create additional variables useful in a DNN training +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the flag if a top quark was +/// reconstructed \param[in] name of the column containing the lepton +/// four-momenta \param[in] name of the column containing the missing transverse +/// momentum four-momenta \param[in] name of the column containing the W boson +/// four-momenta \param[in] name of the column containing the hardest untagged +/// jet four-momenta \param[in] name of the column containing the hardest +/// untagged jet b tagging score \param[in] name of the column containing the +/// second hardest untagged jet four-momenta \param[in] name of the column +/// containing the second hardest untagged jet b tagging score \param[in] name +/// of the column containing the hardest b-tagged jet four-momenta \param[in] +/// name of the column containing the hardest b-tagged jet b tagging score +/// \param[in] name of the column containing the second hardest b-tagged jet +/// four-momenta \param[in] name of the column containing the second hardest +/// b-tagged jet b tagging score \param[in] name of the column containing the +/// reconstructed top quark four-momenta \param[in] name of the column +/// containing the reconstructed b quark (top quark decay) four-momenta +/// \param[in] name of the column containing the reconstructed b quark (top +/// quark production) four-momenta \param[in] name of the column containing the +/// mask for low pT jets \param[in] name of the column for the jet pT \param[in] +/// name of the column for the jet eta \param[in] name of the column for the jet +/// phi \param[in] name of the column for the jet mass \param[out] name of the +/// output column for the delta phi between the reconstructed top quark and the +/// hardest b jet \param[out] name of the output column for the delta eta +/// between the reconstructed top quark and the jet assigned to b quark of the +/// top quark decay \param[out] name of the output column for the delta phi +/// between the two b jets \param[out] name of the output column for the delta +/// eta between the lepton and the hardest b jet \param[out] name of the output +/// column for the invariant mass of the lepton and the second hardest b jet +/// \param[out] name of the output column for the transverse momentum of the two +/// combined b jets \param[out] name of the output column for the polarization +/// angle \param[out] name of the output column for the sum of Ht \param[out] +/// name of the output column for the third Fox-Wolfram moment \param[out] name +/// of the output column for the delta eta between the top quark reconstructed +/// from the second hardest b jet and the hardest b jet +/// +/// \return a dataframe containing the new columns ROOT::RDF::RNode DNNQuantities( ROOT::RDF::RNode df, const std::string &str_is_reco, const std::string &str_lep_p4, const std::string &str_met_p4, @@ -1031,6 +1149,63 @@ void sf_from_root_file(TH2D *h, int nbinsx, int nbinsy, float pt, float eta, *sf = h->GetBinContent(bin_index) - h->GetBinError(bin_index); } +/// Function to add columns for various different lepton scale factors +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the lepton pT +/// \param[in] name of the column containing the lepton eta +/// \param[in] name of the column containing the lepton supercluster (electrons +/// only) \param[in] name of the column containing the flag if the event +/// contains a muon \param[in] name of the column containing the flag if the +/// event contains an electron \param[in] name of the column containing the flag +/// if the event is (anti-)isolated \param[out] name of the output column for +/// the nominal muon trigger scale factor \param[out] name of the output column +/// for the up-shifted muon trigger scale factor \param[out] name of the output +/// column for the down-shifted muon trigger scale factor \param[out] name of +/// the output column for the nominal muon isolation scale factor \param[out] +/// name of the output column for the up-shifted muon isolation scale factor +/// \param[out] name of the output column for the down-shifted muon isolation +/// scale factor \param[out] name of the output column for the nominal muon ID +/// scale factor \param[out] name of the output column for the up-shifted muon +/// ID scale factor \param[out] name of the output column for the down-shifted +/// muon ID scale factor \param[out] name of the output column for the nominal +/// electron trigger scale factor \param[out] name of the output column for the +/// up-shifted electron trigger scale factor \param[out] name of the output +/// column for the down-shifted electron trigger scale factor \param[out] name +/// of the output column for the nominal electron isolation scale factor +/// \param[out] name of the output column for the up-shifted electron isolation +/// scale factor \param[out] name of the output column for the down-shifted +/// electron isolation scale factor \param[out] name of the output column for +/// the nominal electron ID scale factor \param[out] name of the output column +/// for the up-shifted electron ID scale factor \param[out] name of the output +/// column for the down-shifted electron ID scale factor \param[out] name of the +/// output column for the nominal electron ID scale factor \param[out] name of +/// the output column for the up-shifted electron ID scale factor \param[out] +/// name of the output column for the down-shifted muon ID scale factor +/// \param[out] name of the output column for the nominal electron +/// reconstruction scale factor \param[out] name of the output column for the +/// up-shifted electron reconstruction scale factor \param[out] name of the +/// output column for the down-shifted muon reconstruction scale factor +/// \param[in] name tag for the muon scale factors +/// \param[in] file name for the nominal muon trigger scale factor file +/// \param[in] file name for the shifted muon trigger scale factor file +/// \param[in] name of the nominal muon trigger scale factor in the JSON file +/// \param[in] name of the shifted muon trigger scale factor in the JSON file +/// \param[in] file name for the nominal muon isolation scale factor file +/// \param[in] file name for the shifted muon isolation scale factor file +/// \param[in] name of the nominal muon isolation scale factor in the JSON file +/// \param[in] name of the shifted muon isolation scale factor in the JSON file +/// \param[in] file name for the MUO POG correction lib file +/// \param[in] name of the muon ID scale factors +/// \param[in] name tag for the electron scale factors +/// \param[in] file name for the nominal electron trigger scale factor file +/// \param[in] file name for the shifted electron trigger scale factor file +/// \param[in] name of the nominal electron trigger scale factor in the JSON +/// file \param[in] name of the shifted electron trigger scale factor in the +/// JSON file \param[in] file name for the EGM POG correction lib file +/// \param[in] name of the electron ID scale factors +/// +/// \return a dataframe containing the new columns ROOT::RDF::RNode LeptonScaleFactors( ROOT::RDF::RNode df, const std::string &str_lep_pt, const std::string &str_lep_eta, const std::string &str_lep_sceta, @@ -1423,6 +1598,56 @@ ROOT::RDF::RNode LeptonScaleFactors( return df18; } +/// Function to add columns for fixedWP b tagging scale factors based on the +/// event category +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the lepton isolation category +/// \param[in] name of the column containing the flag if the event is +/// reconstructable \param[in] name of the column containing the flag if the +/// event falls into the 2j1b category \param[in] name of the column containing +/// the flag if the event falls into the 2j2b category \param[in] name of the +/// column containing the flag if the event falls into the 3j1b category +/// \param[in] name of the column containing the flag if the event falls into +/// the 3j2b category \param[in] name of the column containing the hardest +/// untagged jet pT \param[in] name of the column containing the hardest +/// untagged jet eta \param[in] name of the column containing the hardest +/// untagged jet b tagging value \param[in] name of the column containing the +/// hardest untagged jet hadron falvor \param[in] name of the column containing +/// the second hardest untagged jet pT \param[in] name of the column containing +/// the second hardest untagged jet eta \param[in] name of the column containing +/// the second hardest untagged jet b tagging value \param[in] name of the +/// column containing the second hardest untagged jet hadron falvor \param[in] +/// name of the column containing the hardest b-tagged jet pT \param[in] name of +/// the column containing the hardest b-tagged jet eta \param[in] name of the +/// column containing the hardest b-tagged jet b tagging value \param[in] name +/// of the column containing the hardest b-tagged jet hadron falvor \param[in] +/// name of the column containing the second hardest b-tagged jet pT \param[in] +/// name of the column containing the second hardest b-tagged jet eta \param[in] +/// name of the column containing the second hardest b-tagged jet b tagging +/// value \param[in] name of the column containing the second hardest b-tagged +/// jet hadron falvor \param[out] name of the output column for the vector +/// containing all scale factor variations \param[out] name of the output column +/// for the nominal scale factor \param[out] name of the output column for the +/// HF up-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the HF up-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the HF +/// down-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the HF down-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the LF +/// up-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the LF up-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the LF +/// down-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the LF down-shifted scale factor, uncorrelated +/// fraction among the years \param[in] file name for the BTV POG correction lib +/// file \param[in] name of the scale factor method for HF jets \param[in] name +/// of the scale factor method for LF jets \param[in] file name for the b +/// tagging efficiency maps \param[in] type of process for the efficiency map +/// \param[in] b tagging working point +/// \param[in] maximum eta for b jets +/// +/// \return a dataframe containing the new columns ROOT::RDF::RNode BTagScaleFactors( ROOT::RDF::RNode df, const std::string &str_is_iso, const std::string &str_is_reco, const std::string &str_is_jjb, From 5212582271961be92b66078d9f3e9a364d5c8431 Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Thu, 23 Feb 2023 18:28:35 +0100 Subject: [PATCH 091/284] implementation of a producer for fake factor evaluation --- code_generation/analysis_template.cxx | 1 + code_generation/subset_template.cxx | 1 + .../2018/FF_corrections_mt.json.gz | Bin 0 -> 17137 bytes .../fake_factors/2018/fake_factors_mt.json.gz | Bin 0 -> 10974 bytes include/fakefactors.hxx | 17 ++ src/fake_factors.cxx | 171 ++++++++++++++++++ 6 files changed, 190 insertions(+) create mode 100644 data/fake_factors/2018/FF_corrections_mt.json.gz create mode 100644 data/fake_factors/2018/fake_factors_mt.json.gz create mode 100644 include/fakefactors.hxx create mode 100644 src/fake_factors.cxx diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index 0147edec..08f1f67a 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -15,6 +15,7 @@ #include "include/scalefactors.hxx" #include "include/topreco.hxx" #include "include/triggers.hxx" +#include "include/fakefactors.hxx" #include "include/utility/Logger.hxx" #include #include diff --git a/code_generation/subset_template.cxx b/code_generation/subset_template.cxx index e4123125..49137866 100644 --- a/code_generation/subset_template.cxx +++ b/code_generation/subset_template.cxx @@ -16,6 +16,7 @@ #include "include/scalefactors.hxx" #include "include/topreco.hxx" #include "include/triggers.hxx" +#include "include/fakefactors.hxx" #include "include/utility/Logger.hxx" #include #include diff --git a/data/fake_factors/2018/FF_corrections_mt.json.gz b/data/fake_factors/2018/FF_corrections_mt.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..cf67e8e453c6f7786dce9bb08453f5dd3c32bf04 GIT binary patch literal 17137 zcmb80Wl)=Kx2S3HqQMFTm!QQ77HA>3OQ9)+0>L4;dy58dfZ|fzB}k!2aVRduiWDna zoEDeEduD%o&YZK)?EU>&leIGU`jMH;^W4|97GpFX9<%?s`Qv*O@`w{4hps9$PEMnulo-t(Y_Zj)-wSIcyc=hf{} zbXsEPUe$N~d;u<(j8!DXiMFd_u_^}IRk6FVE9l+doagro&3lePek;;<`{zO40bW7pSG)VSJGaM2 zSNp3=zrD6*N!m}=5APO_c7zX>-?jy{Yy}-0Ebomj(|NYvd|B!qtK90-n0;P-zI9t& z9WS;_f8c4dU;Xv=%KQHAz}HJW%gK@d`Q;en`K5_L{zAt0k)^+@2mYs~8UxKCTJ6UKG{pJNI8)&blawSlYjR=6id0R_yZi&)KG(2fguT&auhzzEfQL(h|d& zKjv&pHSyLV3H8d$c0%fy-^PTG?$7$W+wVPNx5UIug51RKHurDOBi0X=E^{=0M-b1N zFnTWUFMoY*>K-4lbp3txYMMX$B7(ma)BVcX*Tq|NYkg#Cb`9h9@?h5)a_Dq0%IN77 zci#AW=Xq@-WB+^T`38sN(YDszdL;c~`}1y6=M)pq-8zmBa6GMR&XJP-tn1aC`rem* 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raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &variation, const std::string &ff_file); +ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &lep_pt, const std::string &lep_iso, + const std::string &variation, + const std::string &ff_file, const std::string &ff_corr_file); +} // namespace fakefactors +#endif /* GUARDFAKEFACTORS_H */ \ No newline at end of file diff --git a/src/fake_factors.cxx b/src/fake_factors.cxx new file mode 100644 index 00000000..99d44159 --- /dev/null +++ b/src/fake_factors.cxx @@ -0,0 +1,171 @@ +#ifndef GUARDFAKEFACTORS_H +#define GUARDFAKEFACTORS_H +/// The namespace that contains the fake factor function. +#include "../include/utility/Logger.hxx" +// #include "ROOT/RDFHelpers.hxx" +#include "ROOT/RDataFrame.hxx" +#include "correction.h" +// #include +// #include + +namespace fakefactors { + +/// Function to calculate raw fake factors without corrections with correctionlib +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the output column for the fake factor +/// \param tau_pt pt of the hadronic tau in the tau pair +/// \param njets number of good jets in the event +/// \param lep_mt transverse mass of the leptonic tau in the tau pair +/// \param nbtags number of good b-tagged jets in the event +/// \param variation name of the uncertainty variation or nominal +/// \param ff_file correctionlib json file with the fake factors +/// +/// \returns a dataframe with the fake factors +ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &variation, const std::string &ff_file) { + auto calc_fake_factor = [variation, ff_file] + (const float &pt_2, const int &njets, + const float &mt_1, const int &nbtag) { + Logger::get("RawFakeFactor")->debug( + "Setting up functions for raw fake factor (without corrections) evaluation with correctionlib"); + Logger::get("RawFakeFactor")->debug("Variation - Name {}", variation); + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + auto wjets = + correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); + auto ttbar = + correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); + auto fractions = + correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + + float ff = -1.; + if (pt_2 >= 0.) { + Logger::get("RawFakeFactor")->debug("Tau pt - value {}", pt_2); + Logger::get("RawFakeFactor")->debug("N jets - value {}", njets); + + float qcd_ff = qcd->evaluate({pt_2, (float)njets, variation}); + Logger::get("RawFakeFactor")->debug("QCD - value {}", qcd_ff); + float wjets_ff = wjets->evaluate({pt_2, (float)njets, variation}); + Logger::get("RawFakeFactor")->debug("Wjets - value {}", wjets_ff); + float ttbar_ff = ttbar->evaluate({pt_2, (float)njets, variation}); + Logger::get("RawFakeFactor")->debug("ttbar - value {}", ttbar_ff); + + Logger::get("RawFakeFactor")->debug("Lep mt - value {}", mt_1); + Logger::get("RawFakeFactor")->debug("N b-jets - value {}", nbtag); + + float qcd_frac = fractions->evaluate({"QCD", mt_1, (float)nbtag, variation}); + Logger::get("RawFakeFactor")->debug("QCD - fraction {}", qcd_frac); + float wjets_frac = fractions->evaluate({"Wjets", mt_1, (float)nbtag, variation}); + Logger::get("RawFakeFactor")->debug("Wjets - fraction {}", wjets_frac); + float ttbar_frac = fractions->evaluate({"ttbar", mt_1, (float)nbtag, variation}); + Logger::get("RawFakeFactor")->debug("ttbar - fraction {}", ttbar_frac); + + ff = qcd_frac*qcd_ff + wjets_frac*wjets_ff + ttbar_frac*ttbar_ff; + } + + Logger::get("RawFakeFactor")->debug("Event Fake Factor {}", ff); + return ff; + }; + auto df1 = df.Define( + outputname, calc_fake_factor, + {tau_pt, njets, lep_mt, nbtags}); + return df1; +} + +/// Function to calculate fake factors with correctionlib +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the output column for the fake factor +/// \param tau_pt pt of the hadronic tau in the tau pair +/// \param njets number of good jets in the event +/// \param lep_mt transverse mass of the leptonic tau in the tau pair +/// \param nbtags number of good b-tagged jets in the event +/// \param lep_pt pt of the leptonic tau in the tau pair +/// \param lep_iso isolation of the leptonic tau in the tau pair +/// \param variation name of the uncertainty variation or nominal +/// \param ff_file correctionlib json file with the fake factors +/// \param ff_corr_file correctionlib json file with corrections for the fake factors +/// +/// \returns a dataframe with the fake factors +ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &lep_pt, const std::string &lep_iso, + const std::string &variation, + const std::string &ff_file, const std::string &ff_corr_file) { + auto calc_fake_factor = [variation, ff_file, ff_corr_file] + (const float &pt_2, const int &njets, + const float &mt_1, const int &nbtag, + const float &pt_1, const float &iso_1) { + Logger::get("FakeFactor")->debug( + "Setting up functions for fake factor evaluation with correctionlib"); + Logger::get("FakeFactor")->debug("Variation - Name {}", variation); + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + auto wjets = + correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); + auto ttbar = + correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); + auto fractions = + correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + + auto qcd_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_non_closure_lep_pt_correction"); + auto qcd_lep_iso_closure = + correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_non_closure_lep_iso_correction"); + auto wjets_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file)->at("Wjets_non_closure_lep_pt_correction"); + auto ttbar_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file)->at("ttbar_non_closure_lep_pt_correction"); + + float ff = -1.; + if (pt_2 >= 0.) { + Logger::get("FakeFactor")->debug("Tau pt - value {}", pt_2); + Logger::get("FakeFactor")->debug("N jets - value {}", njets); + + float qcd_ff = qcd->evaluate({pt_2, (float)njets, variation}); + Logger::get("FakeFactor")->debug("QCD - value {}", qcd_ff); + float wjets_ff = wjets->evaluate({pt_2, (float)njets, variation}); + Logger::get("FakeFactor")->debug("Wjets - value {}", wjets_ff); + float ttbar_ff = ttbar->evaluate({pt_2, (float)njets, variation}); + Logger::get("FakeFactor")->debug("ttbar - value {}", ttbar_ff); + + Logger::get("FakeFactor")->debug("Lep mt - value {}", mt_1); + Logger::get("FakeFactor")->debug("N b-jets - value {}", nbtag); + + float qcd_frac = fractions->evaluate({"QCD", mt_1, (float)nbtag, variation}); + Logger::get("FakeFactor")->debug("QCD - fraction {}", qcd_frac); + float wjets_frac = fractions->evaluate({"Wjets", mt_1, (float)nbtag, variation}); + Logger::get("FakeFactor")->debug("Wjets - fraction {}", wjets_frac); + float ttbar_frac = fractions->evaluate({"ttbar", mt_1, (float)nbtag, variation}); + Logger::get("FakeFactor")->debug("ttbar - fraction {}", ttbar_frac); + + Logger::get("FakeFactor")->debug("Lep pt - value {}", pt_1); + Logger::get("FakeFactor")->debug("Lep iso - value {}", iso_1); + + float qcd_lep_pt_corr = qcd_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("FakeFactor")->debug("QCD - lep pt correction {}", qcd_lep_pt_corr); + float qcd_lep_iso_corr = qcd_lep_iso_closure->evaluate({iso_1, variation}); + Logger::get("FakeFactor")->debug("QCD - lep iso correction {}", qcd_lep_iso_corr); + float wjets_lep_pt_corr = wjets_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("FakeFactor")->debug("Wjets - lep pt correction {}", wjets_lep_pt_corr); + float ttbar_lep_pt_corr = ttbar_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("FakeFactor")->debug("ttbar - lep pt correction {}", ttbar_lep_pt_corr); + + ff = qcd_frac*qcd_ff*qcd_lep_pt_corr*qcd_lep_iso_corr + wjets_frac*wjets_ff*wjets_lep_pt_corr + ttbar_frac*ttbar_ff*ttbar_lep_pt_corr; + } + + Logger::get("FakeFactor")->debug("Event Fake Factor {}", ff); + return ff; + }; + auto df1 = df.Define( + outputname, calc_fake_factor, + {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso}); + return df1; +} + +} // namespace fakefactors +#endif /* GUARDFAKEFACTORS_H */ \ No newline at end of file From b08c62904c429493e9a2b0884cb3bc43e9ccc9de Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 9 Mar 2023 14:16:54 +0100 Subject: [PATCH 092/284] add log printout --- code_generation/friend_trees.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index ffda18ca..e3e86925 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -73,7 +73,7 @@ def __init__( if self.global_scope in self.scopes: self.scopes.remove(self.global_scope) self.global_scope = None - + log.warn(f"Selected scopes: {self.selected_scopes}") # if more than one scope is specified, raise an error if len(self.selected_scopes) > 1: raise ConfigurationError( From 829ba1352b0809fb8b06cfcda62ce3441f3d58de Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Mar 2023 18:09:00 +0100 Subject: [PATCH 093/284] additional, more generic function for b tagging scale factors --- include/topreco.hxx | 18 +++ src/topreco.cxx | 349 +++++++++++++++++++++++++++++++++++++------- 2 files changed, 316 insertions(+), 51 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 7a55b386..a5760789 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -145,6 +145,24 @@ ROOT::RDF::RNode BTagScaleFactors( const std::string &btag_eff_file, const std::string &btag_eff_type, const std::string &btag_wp, const float &max_bjet_eta_sf); +ROOT::RDF::RNode BTagScaleFactorsGeneric( + ROOT::RDF::RNode df, const std::string &str_jet_pt, + const std::string &str_jet_eta, const std::string &str_jet_btag, + const std::string &str_jet_flavor, const std::string &str_jet_collection, + const std::string &str_btag_sf_vec, const std::string &str_btagw_nom, + const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, const std::string &btag_eff_type, + const std::string &btag_wp, const float &btag_cut, + const float &max_bjet_eta_sf); + } // end namespace topreco #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index bd3f0bb0..68a6d04e 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1645,7 +1645,7 @@ ROOT::RDF::RNode LeptonScaleFactors( /// of the scale factor method for LF jets \param[in] file name for the b /// tagging efficiency maps \param[in] type of process for the efficiency map /// \param[in] b tagging working point -/// \param[in] maximum eta for b jets +/// \param[in] maximum abs eta for b jets /// /// \return a dataframe containing the new columns ROOT::RDF::RNode BTagScaleFactors( @@ -1713,7 +1713,7 @@ ROOT::RDF::RNode BTagScaleFactors( correction::CorrectionSet::from_file(btag_eff_file) ->at(btag_eff_name_udsg); - // 0 cerntal + // 0 central // 1 HFup_correlated // 2 HFup_uncorrelated // 3 HFdown_correlated @@ -1721,7 +1721,7 @@ ROOT::RDF::RNode BTagScaleFactors( // 5 LFup_correlated // 6 LFup_uncorrelated // 7 LFdown_correlated - // 8 LFdown_uncorrelatedOD + // 8 LFdown_uncorrelated const ROOT::RVec shift_HF{ "central", "up_correlated", "up_uncorrelated", @@ -1748,20 +1748,20 @@ ROOT::RDF::RNode BTagScaleFactors( const int &bjet_flavor_1, const float &bjet_pt_2, const float &bjet_eta_2, const float &bjet_btag_2, const int &bjet_flavor_2) { - int n_var = shift_HF.size(); + unsigned n_vars = shift_HF.size(); - ROOT::RVec sf_vec(n_var, 1.); + ROOT::RVec sf_vec(n_vars, 1.); if (is_iso != +1 || is_reco == 0) return sf_vec; double P_MC = 1.; - ROOT::RVec P_data(n_var, 1.); + ROOT::RVec P_data(n_vars, 1.); - ROOT::RVec sf_b1(n_var, 1.); - ROOT::RVec sf_b2(n_var, 1.); - ROOT::RVec sf_nonb1(n_var, 1.); - ROOT::RVec sf_nonb2(n_var, 1.); + ROOT::RVec sf_b1(n_vars, 1.); + ROOT::RVec sf_b2(n_vars, 1.); + ROOT::RVec sf_nonb1(n_vars, 1.); + ROOT::RVec sf_nonb2(n_vars, 1.); double eff_b1 = 1.; double eff_b2 = 1.; @@ -1780,28 +1780,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -1812,28 +1812,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); Logger::get("btagsf")->debug( "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " @@ -1855,28 +1855,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -1886,28 +1886,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_2 == 5) { eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else if (bjet_flavor_2 == 4) { eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else { eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } P_MC *= eff_b2; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b2[i] * eff_b2; Logger::get("btagsf")->debug( "updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", @@ -1930,28 +1930,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -1962,28 +1962,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); Logger::get("btagsf")->debug( "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " @@ -1999,28 +1999,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_2 == 5) { eff_nonb2 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } else if (nonbjet_flavor_2 == 4) { eff_nonb2 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } else { eff_nonb2 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb2[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } P_MC *= (1 - eff_nonb2); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); Logger::get("btagsf")->debug( "updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, " @@ -2045,28 +2045,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -2076,28 +2076,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_2 == 5) { eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else if (bjet_flavor_2 == 4) { eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else { eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } P_MC *= eff_b2; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b2[i] * eff_b2; Logger::get("btagsf")->debug( "updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", @@ -2108,28 +2108,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); Logger::get("btagsf")->debug( "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " @@ -2139,7 +2139,7 @@ ROOT::RDF::RNode BTagScaleFactors( } } - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { sf_vec[i] = P_data[i] / P_MC; Logger::get("btagsf")->debug("final btag SF (var {}): {}", i, sf_vec[i]); @@ -2207,6 +2207,253 @@ ROOT::RDF::RNode BTagScaleFactors( return df11; } +/// Function to add columns for fixedWP b tagging scale factors based on a +/// variable number of jets and b-tagged jets +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the vector of jet pT +/// \param[in] name of the column containing the vector of jet eta +/// \param[in] name of the column containing the vector of jet b tagging value +/// \param[in] name of the column containing the vector of jet hadron flavor +/// \param[in] name of the column containing the jet collection +/// \param[out] name of the output column for the vector containing all scale +/// factor variations \param[out] name of the output column for the nominal +/// scale factor \param[out] name of the output column for the HF up-shifted +/// scale factor, correlated fraction among the years \param[out] name of the +/// output column for the HF up-shifted scale factor, uncorrelated fraction +/// among the years \param[out] name of the output column for the HF +/// down-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the HF down-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the LF +/// up-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the LF up-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the LF +/// down-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the LF down-shifted scale factor, uncorrelated +/// fraction among the years \param[in] file name for the BTV POG correction lib +/// file \param[in] name of the scale factor method for HF jets \param[in] name +/// of the scale factor method for LF jets \param[in] file name for the b +/// tagging efficiency maps \param[in] type of process for the efficiency map +/// \param[in] b tagging working point name +/// \param[in] b tagging cut value +/// \param[in] maximum abs eta for b jets +/// +/// \return a dataframe containing the new columns +ROOT::RDF::RNode BTagScaleFactorsGeneric( + ROOT::RDF::RNode df, const std::string &str_jet_pt, + const std::string &str_jet_eta, const std::string &str_jet_btag, + const std::string &str_jet_flavor, const std::string &str_jet_collection, + const std::string &str_btag_sf_vec, const std::string &str_btagw_nom, + const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, const std::string &btag_eff_type, + const std::string &btag_wp, const float &btag_cut, + const float &max_bjet_eta_sf) { + + Logger::get("btagsf")->debug("Setting up functions for b tagging sf"); + Logger::get("btagsf")->debug("B tagging SF - File {}", btag_sf_file); + Logger::get("btagsf")->debug("B tagging SF - Name HF {}", + btag_corr_algo_HF); + auto evaluator_btag_sf_HF = + correction::CorrectionSet::from_file(btag_sf_file) + ->at(btag_corr_algo_HF); + Logger::get("btagsf")->debug("B tagging SF - Name LF {}", + btag_corr_algo_LF); + auto evaluator_btag_sf_LF = + correction::CorrectionSet::from_file(btag_sf_file) + ->at(btag_corr_algo_LF); + Logger::get("btagsf")->debug("B tagging EFF - File {}", btag_eff_file); + + std::string btag_eff_name_b = "top_b"; + std::string btag_eff_name_c = "top_c"; + std::string btag_eff_name_udsg = "top_l"; + if (btag_eff_type == "ewk") { + btag_eff_name_b = "ewk_b"; + btag_eff_name_c = "ewk_c"; + btag_eff_name_udsg = "ewk_l"; + } + + Logger::get("btagsf")->debug("B tagging EFF - Name {} b, {}", btag_eff_type, + btag_eff_name_b); + auto evaluator_btag_eff_b = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_b); + Logger::get("btagsf")->debug("B tagging EFF - Name {} c, {}", btag_eff_type, + btag_eff_name_c); + auto evaluator_btag_eff_c = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_c); + Logger::get("btagsf")->debug("B tagging EFF - Name {} udsg, {}", + btag_eff_type, btag_eff_name_udsg); + auto evaluator_btag_eff_udsg = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_udsg); + + // 0 central + // 1 HFup_correlated + // 2 HFup_uncorrelated + // 3 HFdown_correlated + // 4 HFdown_uncorrelated + // 5 LFup_correlated + // 6 LFup_uncorrelated + // 7 LFdown_correlated + // 8 LFdown_uncorrelated + + const ROOT::RVec shift_HF{ + "central", "up_correlated", "up_uncorrelated", + "down_correlated", "down_uncorrelated", "central", + "central", "central", "central"}; + + const ROOT::RVec shift_LF{ + "central", "central", "central", + "central", "central", "up_correlated", + "up_uncorrelated", "down_correlated", "down_uncorrelated"}; + + auto btag_sf = [evaluator_btag_sf_HF, evaluator_btag_sf_LF, + btag_corr_algo_HF, btag_corr_algo_LF, evaluator_btag_eff_b, + evaluator_btag_eff_c, evaluator_btag_eff_udsg, btag_wp, + btag_cut, max_bjet_eta_sf, shift_HF, + shift_LF](const ROOT::RVec &jet_pt, + const ROOT::RVec &jet_eta, + const ROOT::RVec &jet_btag, + const ROOT::RVec &jet_flavor, + const ROOT::RVec &jet_collection) { + unsigned n_vars = shift_HF.size(); + unsigned n_jets = jet_collection.size(); + + ROOT::RVec sf_vec(n_vars, 1.); + + double P_MC = 1.; + ROOT::RVec P_data(n_vars, 1.); + + ROOT::RVec eff(n_jets, 1.); + ROOT::RVec> sf(n_jets, + ROOT::RVec(n_vars, 1.)); + + Logger::get("btagsf")->debug("jet collection: {}", jet_collection); + Logger::get("btagsf")->debug("default sf vec: {}", sf); + + for (unsigned j = 0; j < n_jets; j++) { + + if (std::abs(jet_eta[jet_collection.at(j)]) >= max_bjet_eta_sf) + continue; + + Logger::get("btagsf")->debug("looking up jet index: {}", j); + Logger::get("btagsf")->debug("pt, eta, btag, flavor: {} {} {} {}", + jet_pt[jet_collection.at(j)], + jet_eta[jet_collection.at(j)], + jet_btag[jet_collection.at(j)], + jet_flavor[jet_collection.at(j)]); + + if (jet_flavor[jet_collection.at(j)] == 5) { + eff[j] = evaluator_btag_eff_b->evaluate( + {jet_eta[jet_collection.at(j)], + jet_pt[jet_collection.at(j)]}); + for (unsigned v = 0; v < n_vars; v++) + sf[j][v] = evaluator_btag_sf_HF->evaluate( + {shift_HF[v], btag_wp, jet_flavor[jet_collection.at(j)], + std::abs(jet_eta[jet_collection.at(j)]), + jet_pt[jet_collection.at(j)]}); + } else if (jet_flavor[jet_collection.at(j)] == 4) { + eff[j] = evaluator_btag_eff_c->evaluate( + {jet_eta[jet_collection.at(j)], + jet_pt[jet_collection.at(j)]}); + for (unsigned v = 0; v < n_vars; v++) + sf[j][v] = evaluator_btag_sf_HF->evaluate( + {shift_HF[v], btag_wp, jet_flavor[jet_collection.at(j)], + std::abs(jet_eta[jet_collection.at(j)]), + jet_pt[jet_collection.at(j)]}); + } else { + eff[j] = evaluator_btag_eff_udsg->evaluate( + {jet_eta[jet_collection.at(j)], + jet_pt[jet_collection.at(j)]}); + for (unsigned v = 0; v < n_vars; v++) + sf[j][v] = evaluator_btag_sf_LF->evaluate( + {shift_LF[v], btag_wp, jet_flavor[jet_collection.at(j)], + std::abs(jet_eta[jet_collection.at(j)]), + jet_pt[jet_collection.at(j)]}); + } + + if (jet_btag[jet_collection.at(j)] >= btag_cut) { + P_MC *= eff[j]; + for (unsigned v = 0; v < n_vars; v++) + P_data[v] *= sf[j][v] * eff[j]; + } else { + P_MC *= (1 - eff[j]); + for (unsigned v = 0; v < n_vars; v++) + P_data[v] *= (1 - sf[j][v] * eff[j]); + } + + } // end jet loop + + for (unsigned v = 0; v < n_vars; v++) { + sf_vec[v] = P_data[v] / P_MC; + Logger::get("btagsf")->debug("final btag SF (var {}): {}", v, + sf_vec[v]); + } + + return sf_vec; + }; + + auto df2 = df.Define(str_btag_sf_vec, btag_sf, + {str_jet_pt, str_jet_eta, str_jet_btag, str_jet_flavor, + str_jet_collection}); + + auto df3 = + df2.Define(str_btagw_nom, + [](const ROOT::RVec &sf_vec) { return sf_vec[0]; }, + {str_btag_sf_vec}); + + auto df4 = + df3.Define(str_btagw_HFup_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[1]; }, + {str_btag_sf_vec}); + + auto df5 = + df4.Define(str_btagw_HFup_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[2]; }, + {str_btag_sf_vec}); + + auto df6 = + df5.Define(str_btagw_HFdown_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[3]; }, + {str_btag_sf_vec}); + + auto df7 = + df6.Define(str_btagw_HFdown_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[4]; }, + {str_btag_sf_vec}); + + auto df8 = + df7.Define(str_btagw_LFup_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[5]; }, + {str_btag_sf_vec}); + + auto df9 = + df8.Define(str_btagw_LFup_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[6]; }, + {str_btag_sf_vec}); + + auto df10 = + df9.Define(str_btagw_LFdown_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[7]; }, + {str_btag_sf_vec}); + + auto df11 = + df10.Define(str_btagw_LFdown_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[8]; }, + {str_btag_sf_vec}); + + return df11; +} + } // end namespace topreco #endif /* GUARD_TOPRECO_H */ From 66a457def75b7c0f6b705cf2c45cb44363041f3a Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Mar 2023 18:36:55 +0100 Subject: [PATCH 094/284] black is not black --- data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py | 1 - data/custom_top_sf/electron/convert_hist_to_corrlib.py | 1 - 2 files changed, 2 deletions(-) diff --git a/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py b/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py index 625d10d6..638d7199 100644 --- a/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py +++ b/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py @@ -51,7 +51,6 @@ for y in corrs.keys(): - cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, description="{} ({})".format(file_description, y), diff --git a/data/custom_top_sf/electron/convert_hist_to_corrlib.py b/data/custom_top_sf/electron/convert_hist_to_corrlib.py index 4bbcb398..fcbe2e95 100644 --- a/data/custom_top_sf/electron/convert_hist_to_corrlib.py +++ b/data/custom_top_sf/electron/convert_hist_to_corrlib.py @@ -52,7 +52,6 @@ for y in corrs.keys(): - cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, description="{} ({})".format(file_description, y), From d4c26ad53bc998cf82dc99fc5d2307f63a39f99a Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Mar 2023 18:09:00 +0100 Subject: [PATCH 095/284] additional, more generic function for b tagging scale factors --- include/topreco.hxx | 18 +++ src/topreco.cxx | 349 +++++++++++++++++++++++++++++++++++++------- 2 files changed, 316 insertions(+), 51 deletions(-) diff --git a/include/topreco.hxx b/include/topreco.hxx index 7a55b386..a5760789 100644 --- a/include/topreco.hxx +++ b/include/topreco.hxx @@ -145,6 +145,24 @@ ROOT::RDF::RNode BTagScaleFactors( const std::string &btag_eff_file, const std::string &btag_eff_type, const std::string &btag_wp, const float &max_bjet_eta_sf); +ROOT::RDF::RNode BTagScaleFactorsGeneric( + ROOT::RDF::RNode df, const std::string &str_jet_pt, + const std::string &str_jet_eta, const std::string &str_jet_btag, + const std::string &str_jet_flavor, const std::string &str_jet_collection, + const std::string &str_btag_sf_vec, const std::string &str_btagw_nom, + const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, const std::string &btag_eff_type, + const std::string &btag_wp, const float &btag_cut, + const float &max_bjet_eta_sf); + } // end namespace topreco #endif /* GUARD_TOPRECO_H */ diff --git a/src/topreco.cxx b/src/topreco.cxx index bd3f0bb0..68a6d04e 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -1645,7 +1645,7 @@ ROOT::RDF::RNode LeptonScaleFactors( /// of the scale factor method for LF jets \param[in] file name for the b /// tagging efficiency maps \param[in] type of process for the efficiency map /// \param[in] b tagging working point -/// \param[in] maximum eta for b jets +/// \param[in] maximum abs eta for b jets /// /// \return a dataframe containing the new columns ROOT::RDF::RNode BTagScaleFactors( @@ -1713,7 +1713,7 @@ ROOT::RDF::RNode BTagScaleFactors( correction::CorrectionSet::from_file(btag_eff_file) ->at(btag_eff_name_udsg); - // 0 cerntal + // 0 central // 1 HFup_correlated // 2 HFup_uncorrelated // 3 HFdown_correlated @@ -1721,7 +1721,7 @@ ROOT::RDF::RNode BTagScaleFactors( // 5 LFup_correlated // 6 LFup_uncorrelated // 7 LFdown_correlated - // 8 LFdown_uncorrelatedOD + // 8 LFdown_uncorrelated const ROOT::RVec shift_HF{ "central", "up_correlated", "up_uncorrelated", @@ -1748,20 +1748,20 @@ ROOT::RDF::RNode BTagScaleFactors( const int &bjet_flavor_1, const float &bjet_pt_2, const float &bjet_eta_2, const float &bjet_btag_2, const int &bjet_flavor_2) { - int n_var = shift_HF.size(); + unsigned n_vars = shift_HF.size(); - ROOT::RVec sf_vec(n_var, 1.); + ROOT::RVec sf_vec(n_vars, 1.); if (is_iso != +1 || is_reco == 0) return sf_vec; double P_MC = 1.; - ROOT::RVec P_data(n_var, 1.); + ROOT::RVec P_data(n_vars, 1.); - ROOT::RVec sf_b1(n_var, 1.); - ROOT::RVec sf_b2(n_var, 1.); - ROOT::RVec sf_nonb1(n_var, 1.); - ROOT::RVec sf_nonb2(n_var, 1.); + ROOT::RVec sf_b1(n_vars, 1.); + ROOT::RVec sf_b2(n_vars, 1.); + ROOT::RVec sf_nonb1(n_vars, 1.); + ROOT::RVec sf_nonb2(n_vars, 1.); double eff_b1 = 1.; double eff_b2 = 1.; @@ -1780,28 +1780,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -1812,28 +1812,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); Logger::get("btagsf")->debug( "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " @@ -1855,28 +1855,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -1886,28 +1886,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_2 == 5) { eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else if (bjet_flavor_2 == 4) { eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else { eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } P_MC *= eff_b2; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b2[i] * eff_b2; Logger::get("btagsf")->debug( "updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", @@ -1930,28 +1930,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -1962,28 +1962,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); Logger::get("btagsf")->debug( "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " @@ -1999,28 +1999,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_2 == 5) { eff_nonb2 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } else if (nonbjet_flavor_2 == 4) { eff_nonb2 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } else { eff_nonb2 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_2, nonbjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb2[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_2, std::abs(nonbjet_eta_2), nonbjet_pt_2}); } P_MC *= (1 - eff_nonb2); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb2[i] * eff_nonb2); Logger::get("btagsf")->debug( "updating P ... eff_nonb2 {}, sf_nonb2 {}, P_MC {}, " @@ -2045,28 +2045,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_1 == 5) { eff_b1 = evaluator_btag_eff_b->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else if (bjet_flavor_1 == 4) { eff_b1 = evaluator_btag_eff_c->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } else { eff_b1 = evaluator_btag_eff_udsg->evaluate({bjet_eta_1, bjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_1, std::abs(bjet_eta_1), bjet_pt_1}); } P_MC *= eff_b1; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b1[i] * eff_b1; Logger::get("btagsf")->debug( "updating P ... eff_b1 {}, sf_b1 {}, P_MC {}, P_data {}", @@ -2076,28 +2076,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (bjet_flavor_2 == 5) { eff_b2 = evaluator_btag_eff_b->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else if (bjet_flavor_2 == 4) { eff_b2 = evaluator_btag_eff_c->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } else { eff_b2 = evaluator_btag_eff_udsg->evaluate({bjet_eta_2, bjet_pt_2}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_b2[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, bjet_flavor_2, std::abs(bjet_eta_2), bjet_pt_2}); } P_MC *= eff_b2; - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= sf_b2[i] * eff_b2; Logger::get("btagsf")->debug( "updating P ... eff_b2 {}, sf_b2 {}, P_MC {}, P_data {}", @@ -2108,28 +2108,28 @@ ROOT::RDF::RNode BTagScaleFactors( if (nonbjet_flavor_1 == 5) { eff_nonb1 = evaluator_btag_eff_b->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else if (nonbjet_flavor_1 == 4) { eff_nonb1 = evaluator_btag_eff_c->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_HF->evaluate( {shift_HF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } else { eff_nonb1 = evaluator_btag_eff_udsg->evaluate( {nonbjet_eta_1, nonbjet_pt_1}); - for (int i = 0; i < n_var; i++) + for (unsigned i = 0; i < n_vars; i++) sf_nonb1[i] = evaluator_btag_sf_LF->evaluate( {shift_LF[i], btag_wp, nonbjet_flavor_1, std::abs(nonbjet_eta_1), nonbjet_pt_1}); } P_MC *= (1 - eff_nonb1); - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { P_data[i] *= (1 - sf_nonb1[i] * eff_nonb1); Logger::get("btagsf")->debug( "updating P ... eff_nonb1 {}, sf_nonb1 {}, P_MC {}, " @@ -2139,7 +2139,7 @@ ROOT::RDF::RNode BTagScaleFactors( } } - for (int i = 0; i < n_var; i++) { + for (unsigned i = 0; i < n_vars; i++) { sf_vec[i] = P_data[i] / P_MC; Logger::get("btagsf")->debug("final btag SF (var {}): {}", i, sf_vec[i]); @@ -2207,6 +2207,253 @@ ROOT::RDF::RNode BTagScaleFactors( return df11; } +/// Function to add columns for fixedWP b tagging scale factors based on a +/// variable number of jets and b-tagged jets +/// +/// \param[in] df the input dataframe +/// \param[in] name of the column containing the vector of jet pT +/// \param[in] name of the column containing the vector of jet eta +/// \param[in] name of the column containing the vector of jet b tagging value +/// \param[in] name of the column containing the vector of jet hadron flavor +/// \param[in] name of the column containing the jet collection +/// \param[out] name of the output column for the vector containing all scale +/// factor variations \param[out] name of the output column for the nominal +/// scale factor \param[out] name of the output column for the HF up-shifted +/// scale factor, correlated fraction among the years \param[out] name of the +/// output column for the HF up-shifted scale factor, uncorrelated fraction +/// among the years \param[out] name of the output column for the HF +/// down-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the HF down-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the LF +/// up-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the LF up-shifted scale factor, uncorrelated +/// fraction among the years \param[out] name of the output column for the LF +/// down-shifted scale factor, correlated fraction among the years \param[out] +/// name of the output column for the LF down-shifted scale factor, uncorrelated +/// fraction among the years \param[in] file name for the BTV POG correction lib +/// file \param[in] name of the scale factor method for HF jets \param[in] name +/// of the scale factor method for LF jets \param[in] file name for the b +/// tagging efficiency maps \param[in] type of process for the efficiency map +/// \param[in] b tagging working point name +/// \param[in] b tagging cut value +/// \param[in] maximum abs eta for b jets +/// +/// \return a dataframe containing the new columns +ROOT::RDF::RNode BTagScaleFactorsGeneric( + ROOT::RDF::RNode df, const std::string &str_jet_pt, + const std::string &str_jet_eta, const std::string &str_jet_btag, + const std::string &str_jet_flavor, const std::string &str_jet_collection, + const std::string &str_btag_sf_vec, const std::string &str_btagw_nom, + const std::string &str_btagw_HFup_corr, + const std::string &str_btagw_HFup_uncorr, + const std::string &str_btagw_HFdown_corr, + const std::string &str_btagw_HFdown_uncorr, + const std::string &str_btagw_LFup_corr, + const std::string &str_btagw_LFup_uncorr, + const std::string &str_btagw_LFdown_corr, + const std::string &str_btagw_LFdown_uncorr, const std::string &btag_sf_file, + const std::string &btag_corr_algo_HF, const std::string &btag_corr_algo_LF, + const std::string &btag_eff_file, const std::string &btag_eff_type, + const std::string &btag_wp, const float &btag_cut, + const float &max_bjet_eta_sf) { + + Logger::get("btagsf")->debug("Setting up functions for b tagging sf"); + Logger::get("btagsf")->debug("B tagging SF - File {}", btag_sf_file); + Logger::get("btagsf")->debug("B tagging SF - Name HF {}", + btag_corr_algo_HF); + auto evaluator_btag_sf_HF = + correction::CorrectionSet::from_file(btag_sf_file) + ->at(btag_corr_algo_HF); + Logger::get("btagsf")->debug("B tagging SF - Name LF {}", + btag_corr_algo_LF); + auto evaluator_btag_sf_LF = + correction::CorrectionSet::from_file(btag_sf_file) + ->at(btag_corr_algo_LF); + Logger::get("btagsf")->debug("B tagging EFF - File {}", btag_eff_file); + + std::string btag_eff_name_b = "top_b"; + std::string btag_eff_name_c = "top_c"; + std::string btag_eff_name_udsg = "top_l"; + if (btag_eff_type == "ewk") { + btag_eff_name_b = "ewk_b"; + btag_eff_name_c = "ewk_c"; + btag_eff_name_udsg = "ewk_l"; + } + + Logger::get("btagsf")->debug("B tagging EFF - Name {} b, {}", btag_eff_type, + btag_eff_name_b); + auto evaluator_btag_eff_b = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_b); + Logger::get("btagsf")->debug("B tagging EFF - Name {} c, {}", btag_eff_type, + btag_eff_name_c); + auto evaluator_btag_eff_c = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_c); + Logger::get("btagsf")->debug("B tagging EFF - Name {} udsg, {}", + btag_eff_type, btag_eff_name_udsg); + auto evaluator_btag_eff_udsg = + correction::CorrectionSet::from_file(btag_eff_file) + ->at(btag_eff_name_udsg); + + // 0 central + // 1 HFup_correlated + // 2 HFup_uncorrelated + // 3 HFdown_correlated + // 4 HFdown_uncorrelated + // 5 LFup_correlated + // 6 LFup_uncorrelated + // 7 LFdown_correlated + // 8 LFdown_uncorrelated + + const ROOT::RVec shift_HF{ + "central", "up_correlated", "up_uncorrelated", + "down_correlated", "down_uncorrelated", "central", + "central", "central", "central"}; + + const ROOT::RVec shift_LF{ + "central", "central", "central", + "central", "central", "up_correlated", + "up_uncorrelated", "down_correlated", "down_uncorrelated"}; + + auto btag_sf = [evaluator_btag_sf_HF, evaluator_btag_sf_LF, + btag_corr_algo_HF, btag_corr_algo_LF, evaluator_btag_eff_b, + evaluator_btag_eff_c, evaluator_btag_eff_udsg, btag_wp, + btag_cut, max_bjet_eta_sf, shift_HF, + shift_LF](const ROOT::RVec &jet_pt, + const ROOT::RVec &jet_eta, + const ROOT::RVec &jet_btag, + const ROOT::RVec &jet_flavor, + const ROOT::RVec &jet_collection) { + unsigned n_vars = shift_HF.size(); + unsigned n_jets = jet_collection.size(); + + ROOT::RVec sf_vec(n_vars, 1.); + + double P_MC = 1.; + ROOT::RVec P_data(n_vars, 1.); + + ROOT::RVec eff(n_jets, 1.); + ROOT::RVec> sf(n_jets, + ROOT::RVec(n_vars, 1.)); + + Logger::get("btagsf")->debug("jet collection: {}", jet_collection); + Logger::get("btagsf")->debug("default sf vec: {}", sf); + + for (unsigned j = 0; j < n_jets; j++) { + + if (std::abs(jet_eta[jet_collection.at(j)]) >= max_bjet_eta_sf) + continue; + + Logger::get("btagsf")->debug("looking up jet index: {}", j); + Logger::get("btagsf")->debug("pt, eta, btag, flavor: {} {} {} {}", + jet_pt[jet_collection.at(j)], + jet_eta[jet_collection.at(j)], + jet_btag[jet_collection.at(j)], + jet_flavor[jet_collection.at(j)]); + + if (jet_flavor[jet_collection.at(j)] == 5) { + eff[j] = evaluator_btag_eff_b->evaluate( + {jet_eta[jet_collection.at(j)], + jet_pt[jet_collection.at(j)]}); + for (unsigned v = 0; v < n_vars; v++) + sf[j][v] = evaluator_btag_sf_HF->evaluate( + {shift_HF[v], btag_wp, jet_flavor[jet_collection.at(j)], + std::abs(jet_eta[jet_collection.at(j)]), + jet_pt[jet_collection.at(j)]}); + } else if (jet_flavor[jet_collection.at(j)] == 4) { + eff[j] = evaluator_btag_eff_c->evaluate( + {jet_eta[jet_collection.at(j)], + jet_pt[jet_collection.at(j)]}); + for (unsigned v = 0; v < n_vars; v++) + sf[j][v] = evaluator_btag_sf_HF->evaluate( + {shift_HF[v], btag_wp, jet_flavor[jet_collection.at(j)], + std::abs(jet_eta[jet_collection.at(j)]), + jet_pt[jet_collection.at(j)]}); + } else { + eff[j] = evaluator_btag_eff_udsg->evaluate( + {jet_eta[jet_collection.at(j)], + jet_pt[jet_collection.at(j)]}); + for (unsigned v = 0; v < n_vars; v++) + sf[j][v] = evaluator_btag_sf_LF->evaluate( + {shift_LF[v], btag_wp, jet_flavor[jet_collection.at(j)], + std::abs(jet_eta[jet_collection.at(j)]), + jet_pt[jet_collection.at(j)]}); + } + + if (jet_btag[jet_collection.at(j)] >= btag_cut) { + P_MC *= eff[j]; + for (unsigned v = 0; v < n_vars; v++) + P_data[v] *= sf[j][v] * eff[j]; + } else { + P_MC *= (1 - eff[j]); + for (unsigned v = 0; v < n_vars; v++) + P_data[v] *= (1 - sf[j][v] * eff[j]); + } + + } // end jet loop + + for (unsigned v = 0; v < n_vars; v++) { + sf_vec[v] = P_data[v] / P_MC; + Logger::get("btagsf")->debug("final btag SF (var {}): {}", v, + sf_vec[v]); + } + + return sf_vec; + }; + + auto df2 = df.Define(str_btag_sf_vec, btag_sf, + {str_jet_pt, str_jet_eta, str_jet_btag, str_jet_flavor, + str_jet_collection}); + + auto df3 = + df2.Define(str_btagw_nom, + [](const ROOT::RVec &sf_vec) { return sf_vec[0]; }, + {str_btag_sf_vec}); + + auto df4 = + df3.Define(str_btagw_HFup_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[1]; }, + {str_btag_sf_vec}); + + auto df5 = + df4.Define(str_btagw_HFup_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[2]; }, + {str_btag_sf_vec}); + + auto df6 = + df5.Define(str_btagw_HFdown_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[3]; }, + {str_btag_sf_vec}); + + auto df7 = + df6.Define(str_btagw_HFdown_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[4]; }, + {str_btag_sf_vec}); + + auto df8 = + df7.Define(str_btagw_LFup_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[5]; }, + {str_btag_sf_vec}); + + auto df9 = + df8.Define(str_btagw_LFup_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[6]; }, + {str_btag_sf_vec}); + + auto df10 = + df9.Define(str_btagw_LFdown_corr, + [](const ROOT::RVec &sf_vec) { return sf_vec[7]; }, + {str_btag_sf_vec}); + + auto df11 = + df10.Define(str_btagw_LFdown_uncorr, + [](const ROOT::RVec &sf_vec) { return sf_vec[8]; }, + {str_btag_sf_vec}); + + return df11; +} + } // end namespace topreco #endif /* GUARD_TOPRECO_H */ From 68225fbb66f75e4bead44bbbbbab508e293cde37 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Wed, 15 Mar 2023 18:36:55 +0100 Subject: [PATCH 096/284] black is not black --- data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py | 1 - data/custom_top_sf/electron/convert_hist_to_corrlib.py | 1 - 2 files changed, 2 deletions(-) diff --git a/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py b/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py index 625d10d6..638d7199 100644 --- a/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py +++ b/data/custom_top_sf/btag_eff/convert_hist_to_corrlib.py @@ -51,7 +51,6 @@ for y in corrs.keys(): - cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, description="{} ({})".format(file_description, y), diff --git a/data/custom_top_sf/electron/convert_hist_to_corrlib.py b/data/custom_top_sf/electron/convert_hist_to_corrlib.py index 4bbcb398..fcbe2e95 100644 --- a/data/custom_top_sf/electron/convert_hist_to_corrlib.py +++ b/data/custom_top_sf/electron/convert_hist_to_corrlib.py @@ -52,7 +52,6 @@ for y in corrs.keys(): - cset[y] = correctionlib.schemav2.CorrectionSet( schema_version=2, description="{} ({})".format(file_description, y), From 6e42a643f2946c5cb0b295875c4c487d2fa370e8 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 10 Mar 2023 11:07:58 +0100 Subject: [PATCH 097/284] add SVFit FastMTT package --- include/SVFit/AuxFunctions.hxx | 130 +++++++ include/SVFit/FastMTT.hxx | 204 +++++++++++ include/SVFit/MeasuredTauLepton.hxx | 108 ++++++ src/SVFit/AuxFunctions.cxx | 280 +++++++++++++++ src/SVFit/FastMTT.cxx | 534 ++++++++++++++++++++++++++++ src/SVFit/MeasuredTauLepton.cxx | 133 +++++++ 6 files changed, 1389 insertions(+) create mode 100644 include/SVFit/AuxFunctions.hxx create mode 100644 include/SVFit/FastMTT.hxx create mode 100644 include/SVFit/MeasuredTauLepton.hxx create mode 100644 src/SVFit/AuxFunctions.cxx create mode 100644 src/SVFit/FastMTT.cxx create mode 100644 src/SVFit/MeasuredTauLepton.cxx diff --git a/include/SVFit/AuxFunctions.hxx b/include/SVFit/AuxFunctions.hxx new file mode 100644 index 00000000..437059ef --- /dev/null +++ b/include/SVFit/AuxFunctions.hxx @@ -0,0 +1,130 @@ +#ifndef TauAnalysis_ClassicSVfit_svFitAuxFunctions_h +#define TauAnalysis_ClassicSVfit_svFitAuxFunctions_h + +#include "Math/LorentzVector.h" +#include "Math/Vector3D.h" +#include + +#include +#include + +namespace fastmtt { +inline double square(double x) { return x * x; } + +inline double cube(double x) { return x * x * x; } + +inline double fourth(double x) { return x * x * x * x; } + +inline double fifth(double x) { return x * x * x * x * x; } + +inline double sixth(double x) { return x * x * x * x * x * x; } + +inline double seventh(double x) { return x * x * x * x * x * x * x; } + +inline double eigth(double x) { return x * x * x * x * x * x * x * x; } + +const double epsilon = 1E-3; +//----------------------------------------------------------------------------- +// define masses, widths and lifetimes of particles +// relevant for computing values of likelihood functions in SVfit algorithm +// +// NOTE: the values are taken from +// K. Nakamura et al. (Particle Data Group), +// J. Phys. G 37, 075021 (2010) +// +const double electronMass = 0.51100e-3; // GeV +const double electronMass2 = electronMass * electronMass; +const double muonMass = 0.10566; // GeV +const double muonMass2 = muonMass * muonMass; + +const double chargedPionMass = 0.13957; // GeV +const double chargedPionMass2 = chargedPionMass * chargedPionMass; +const double neutralPionMass = 0.13498; // GeV +const double neutralPionMass2 = neutralPionMass * neutralPionMass; + +const double rhoMesonMass = 0.77526; // GeV +const double rhoMesonMass2 = rhoMesonMass * rhoMesonMass; +const double a1MesonMass = 1.230; // GeV +const double a1MesonMass2 = a1MesonMass * a1MesonMass; + +const double tauLeptonMass = 1.77685; // GeV +const double tauLeptonMass2 = tauLeptonMass * tauLeptonMass; +const double tauLeptonMass3 = tauLeptonMass2 * tauLeptonMass; +const double tauLeptonMass4 = tauLeptonMass3 * tauLeptonMass; +const double cTauLifetime = 8.711e-3; // centimeters + +const double hbar_c = 0.1973; // GeV fm +const double ctau = 87.e+9; // tau lifetime = 87 microns, converted to fm +const double GammaTau = hbar_c / ctau; +const double GammaTauToElec = GammaTau * 0.178; // BR(tau -> e) = 17.8% +const double GammaTauToMu = GammaTau * 0.174; // BR(tau -> mu) = 17.4% +const double GammaTauToHad = GammaTau * 0.648; // BR(tau -> hadrons) = 64.8% + +#ifdef XSECTION_NORMALIZATION +const double GF = 1.166e-5; // in units of GeV^-2 +const double GFfactor = square(GF) / square(M_PI); +const double M2 = 16. * M_PI * cube(tauLeptonMass) * GammaTauToHad; +#endif + +const double conversionFactor = + 1.e+10 * square(hbar_c); // conversion factor from GeV^-2 to picobarn = + // 10^-40m//FIX ME store this +const double constFactor = 2. * conversionFactor / eigth(2. * M_PI); +const double matrixElementNorm = + square(M_PI / (tauLeptonMass * + GammaTau)); // CV: multiply matrix element by factor + // (Pi/(mTau GammaTau))^2 from Luca's write-up + +// const double v2 = square(246.22); // GeV^2 +//----------------------------------------------------------------------------- + +/** + \typedef SVfitStandalone::Vector + \brief spacial momentum vector (equivalent to reco::Candidate::Vector) +*/ +typedef ROOT::Math::DisplacementVector3D> + Vector; +/** + \typedef SVfitStandalone::LorentzVector + \brief lorentz vector (equivalent to reco::Candidate::LorentzVector) +*/ +typedef ROOT::Math::LorentzVector> LorentzVector; + +double roundToNdigits(double, int = 3); + +struct GraphPoint { + double x_; + double xErr_; + double y_; + double yErr_; + double mTest_step_; +}; +TGraphErrors *makeGraph(const std::string &, const std::vector &); + +void extractResult(TGraphErrors *, double &, double &, double &, int = 0); + +Vector normalize(const Vector &); +double compScalarProduct(const Vector &, const Vector &); +Vector compCrossProduct(const Vector &, const Vector &); + +double compCosThetaNuNu(double, double, double, double, double, double); +double compPSfactor_tauToLepDecay(double, double, double, double, double, + double, double); +double compPSfactor_tauToHadDecay(double, double, double, double, double, + double); + +const int maxNumberOfDimensions = 6; +const int numberOfLegs = 2; + +struct integrationParameters { + + int idx_X_ = -1; + int idx_phi_ = -1; + int idx_VisPtShift_ = -1; + int idx_mNuNu_ = -1; + + void reset(); +}; + +} // namespace fastmtt +#endif diff --git a/include/SVFit/FastMTT.hxx b/include/SVFit/FastMTT.hxx new file mode 100644 index 00000000..9cb6b6f8 --- /dev/null +++ b/include/SVFit/FastMTT.hxx @@ -0,0 +1,204 @@ +#ifndef FastMTT_FastMTT_H +#define FastMTT_FastMTT_H + +#include +#include +#include +#include + +namespace fastmtt { +class MeasuredTauLepton; +} + +namespace ROOT { +namespace Math { +class Minimizer; +class Functor; +} // namespace Math +} // namespace ROOT +class TVector2; + +#include "Math/LorentzVector.h" +#include "TBenchmark.h" +#include "TMatrixD.h" + +typedef ROOT::Math::LorentzVector> LorentzVector; + +namespace fastMTT { +double likelihoodFunc(double *x, double *par); + +enum likelihoodComponent { MET, MASS, PX, PY, ENERGY, IP }; +} // namespace fastMTT + +class Likelihood { + + public: + Likelihood(); + + ~Likelihood(); + + double value(const double *x) const; + + void setLeptonInputs(const LorentzVector &aLeg1P4, + const LorentzVector &aLeg2P4, int aLeg1DecayType, + int aLeg2DecayType, int aLeg1DecayMode, + int aLeg2DecayMode); + + void setMETInputs(const LorentzVector &aMET, const TMatrixD &aCovMET); + + void setParameters(const std::vector ¶meters); + + void enableComponent(fastMTT::likelihoodComponent aCompIndex); + + void disableComponent(fastMTT::likelihoodComponent aCompIndex); + + double massLikelihood(const double &m) const; + + double ptLikelihood(const double &pTTauTau, int type) const; + + double metTF(const LorentzVector &metP4, const LorentzVector &nuP4, + const TMatrixD &covMET) const; + + private: + LorentzVector leg1P4, leg2P4; + LorentzVector recoMET; + + TMatrixD covMET; + + double mVis, mVisLeg1, mVisLeg2; + + int leg1DecayType, leg2DecayType; + int leg1DecayMode, leg2DecayMode; + + std::vector parameters; + + /// Bit word coding enabled likelihood components + std::bitset<128> compnentsBitWord; + + // precomputed values used to reduce the number of redundant calculations + double mVis1OverTauSquare; + double mVis2OverTauSquare; + using PowTable = std::array; // first powers of a number + // array with dimensions 2x3x5 used to store the powers of the coefficients + // of two vectors + std::array, 2u> allpTpows; +}; +////////////////////////////////////////////////////////////// +////////////////////////////////////////////////////////////// +class FastMTT { + + public: + FastMTT(); + + ~FastMTT(); + + void initialize(); + + /// Run fastMTT algorithm for given input + void run(const std::vector &, + const double &, const double &, const TMatrixD &); + + /// Set likelihood shape parameters. Two parameters are expected: + /// power of 1/mVis, and scaling factor of mTest + /// in case of less than two parameters the default values are used: + ///{6, 1.0/1.15}; + void setLikelihoodParams(const std::vector &aPars); + + /// Set the bit word for switching on particular likelihood components + void enableComponent(fastMTT::likelihoodComponent aCompIndex); + + /// Set the bit word for switching off particular likelihood components + void disableComponent(fastMTT::likelihoodComponent aCompIndex); + + /// Retrieve the four momentum corresponding to the likelihood maximum + const LorentzVector &getBestP4() const { return bestP4; } + + /// Retrieve the tau1 four momentum corresponding to the likelihood maximum + const LorentzVector &getTau1P4() const { return tau1P4; } + + /// Retrieve the tau1 four momentum corresponding to the likelihood maximum + const LorentzVector &getTau2P4() const { return tau2P4; } + + /// Retrieve x values corresponding to the likelihood maximim + std::tuple getBestX() const; + + /// Retrieve the best likelihood value + double getBestLikelihood() const; + + /// Retrieve the likelihood value for given x values + double getLikelihoodForX(double *x) const; + + /// Retrieve the CPU timing for given methods + /// Possible values: + /// scan + /// minimize + double getCpuTime(const std::string &method); + + /// Retrieve the CPU timing for given methods + /// Possible values: + /// scan + /// minimize + double getRealTime(const std::string &method); + + private: + static bool + compareLeptons(const fastmtt::MeasuredTauLepton &measuredTauLepton1, + const fastmtt::MeasuredTauLepton &measuredTauLepton2); + + /// Run the minimalization procedure for given inputs. + /// Results are stored in internal variables accesed by + /// relevant get methods. + void minimize(); + + /// Run a scan over x1 and x2 [0,1] rectangle for given inputs. + /// Results are stored in internal variables accesed by + /// relevant get methods. + void scan(); + + // Minimizer types and algorithms. + // minimizerName minimizerAlgorithm + // Minuit /Minuit2 Migrad, Simplex,Combined,Scan (default is + // Migrad) + // Minuit2 Fumili2 + // Fumili + // GSLMultiMin ConjugateFR, ConjugatePR, BFGS, + // BFGS2, SteepestDescent + // GSLMultiFit + // GSLSimAn + // Genetic + std::string minimizerName; + std::string minimizerAlgorithm; + + ROOT::Math::Minimizer *minimizer; + + /// Minimum location + std::vector minimumPosition; + + /// Mimimum value + double minimumValue; + + /// Dimension of minimalization space + unsigned int nVariables; + + /// Names of variables to be minimized + std::vector varNames; + + /// Values of variables to be minimized + + std::vector variables; + + /// Step sizes for each minimized variable + std::vector stepSizes; + + ROOT::Math::Functor *likelihoodFunctor; + + Likelihood myLikelihood; + + LorentzVector tau1P4, tau2P4, bestP4; + + TBenchmark clock; + + int verbosity; +}; + +#endif diff --git a/include/SVFit/MeasuredTauLepton.hxx b/include/SVFit/MeasuredTauLepton.hxx new file mode 100644 index 00000000..6255d706 --- /dev/null +++ b/include/SVFit/MeasuredTauLepton.hxx @@ -0,0 +1,108 @@ +#ifndef TauAnalysis_ClassicSVfit_MeasuredTauLepton_h +#define TauAnalysis_ClassicSVfit_MeasuredTauLepton_h + +#include "AuxFunctions.hxx" + +namespace fastmtt { +class MeasuredTauLepton { + public: + /** + \enum MeasuredTauLepton::kDecayType + \brief enumeration of all tau decay types + */ + enum kDecayType { + kUndefinedDecayType, + kTauToHadDecay, /* < hadronic tau lepton decay */ + kTauToElecDecay, /* < tau lepton decay to electron */ + kTauToMuDecay /* < tau lepton decay to muon */ + }; + + MeasuredTauLepton(); + MeasuredTauLepton(int, double, double, double, double, int = -1); + MeasuredTauLepton(const MeasuredTauLepton &); + ~MeasuredTauLepton(); + + /// return decay type of the tau lepton + int type() const; + + /// return pt of the measured tau lepton in labframe + double pt() const; + /// return pseudo-rapidity of the measured tau lepton in labframe + double eta() const; + /// return azimuthal angle of the measured tau lepton in labframe + double phi() const; + /// return visible mass in labframe + double mass() const; + + /// return visible energy in labframe + double energy() const; + /// return px of the measured tau lepton in labframe + double px() const; + /// return py of the measured tau lepton in labframe + double py() const; + /// return pz of the measured tau lepton in labframe + double pz() const; + + /// return the measured tau lepton momentum in labframe + double p() const; + + /// return decay mode of the reconstructed hadronic tau decay + int decayMode() const; + + /// return the lorentz vector in the labframe + LorentzVector p4() const; + + /// return the momentum vector in the labframe + Vector p3() const; + + /// return auxiliary data-members to speed-up numerical computations + double cosPhi_sinTheta() const; + double sinPhi_sinTheta() const; + double cosTheta() const; + + void roundToNdigits(unsigned int nDigis = 3); + + protected: + /// set visible momentum in all coordinates systems + void initialize(); + + private: + /// decay type + int type_; + + /// visible momentum in labframe (in polar coordinates) + double pt_; + double eta_; + double phi_; + double mass_; + + /// visible momentum in labframe (in cartesian coordinates) + double energy_; + double px_; + double py_; + double pz_; + + /// visible momentum in labframe (magnitude); + double p_; + + /// decay mode (hadronic tau decays only) + int decayMode_; + + /// visible momentum in labframe (four-vector) + LorentzVector p4_; + + /// visible momentum in labframe + Vector p3_; + + /// mass of visible tau decay products (recomputed to reduce rounding + /// errors) + double preciseVisMass_; + + /// auxiliary data-members to speed-up numerical computations + double cosPhi_sinTheta_; + double sinPhi_sinTheta_; + double cosTheta_; +}; +} // namespace fastmtt + +#endif diff --git a/src/SVFit/AuxFunctions.cxx b/src/SVFit/AuxFunctions.cxx new file mode 100644 index 00000000..ac548140 --- /dev/null +++ b/src/SVFit/AuxFunctions.cxx @@ -0,0 +1,280 @@ +#include "../../include/SVFit/AuxFunctions.hxx" + +#include +#include +#include + +namespace fastmtt { + +double roundToNdigits(double x, int n) { + double tmp = TMath::Power(10., n); + if (x != 0.) { + tmp /= TMath::Power(10., TMath::Floor(TMath::Log10(TMath::Abs(x)))); + } + double x_rounded = TMath::Nint(x * tmp) / tmp; + // std::cout << ": x = " << x << ", x_rounded = " << + // x_rounded << std::endl; + return x_rounded; +} + +TGraphErrors *makeGraph(const std::string &graphName, + const std::vector &graphPoints) { + // std::cout << ":" << std::endl; + size_t numPoints = graphPoints.size(); + // std::cout << " numPoints = " << numPoints << std::endl; + TGraphErrors *graph = new TGraphErrors(numPoints); + graph->SetName(graphName.data()); + for (size_t iPoint = 0; iPoint < numPoints; ++iPoint) { + const GraphPoint &graphPoint = graphPoints[iPoint]; + graph->SetPoint(iPoint, graphPoint.x_, graphPoint.y_); + graph->SetPointError(iPoint, graphPoint.xErr_, graphPoint.yErr_); + } + return graph; +} + +void extractResult(TGraphErrors *graph, double &mass, double &massErr, + double &Lmax, int verbosity) { + // determine range of mTest values that are within ~2 sigma interval within + // maximum of likelihood function + double x_Lmax = 0.; + double y_Lmax = 0.; + double idxPoint_Lmax = -1; + for (int iPoint = 0; iPoint < graph->GetN(); ++iPoint) { + double x, y; + graph->GetPoint(iPoint, x, y); + if (y > y_Lmax) { + x_Lmax = x; + y_Lmax = y; + idxPoint_Lmax = iPoint; + } + } + + double xMin = 1.e+6; + double xMax = 0.; + for (int iPoint = 0; iPoint < graph->GetN(); ++iPoint) { + double x, y; + graph->GetPoint(iPoint, x, y); + if (x < xMin) + xMin = x; + if (x > xMax) + xMax = x; + } + + // fit log-likelihood function within ~2 sigma interval within maximum + // with parabola + std::vector graphPoints_forFit; + double xMin_fit = 1.e+6; + double xMax_fit = 0.; + for (int iPoint = 0; iPoint < graph->GetN(); ++iPoint) { + double x, y; + graph->GetPoint(iPoint, x, y); + double xErr = graph->GetErrorX(iPoint); + double yErr = graph->GetErrorY(iPoint); + // std::cout << "point #" << iPoint << ": x = " << x << " +/- " << xErr + // << ", y = " << y << " +/- " << yErr << std::endl; + if (y > (1.e-1 * y_Lmax) && TMath::Abs(iPoint - idxPoint_Lmax) <= 5) { + GraphPoint graphPoint; + graphPoint.x_ = x; + graphPoint.xErr_ = xErr; + if ((x - xErr) < xMin_fit) + xMin_fit = x - xErr; + if ((x + xErr) > xMax_fit) + xMax_fit = x + xErr; + graphPoint.y_ = -TMath::Log(y); + graphPoint.yErr_ = yErr / y; + graphPoints_forFit.push_back(graphPoint); + } + } + + TGraphErrors *likelihoodGraph_forFit = + makeGraph("svFitLikelihoodGraph_forFit", graphPoints_forFit); + int numPoints = likelihoodGraph_forFit->GetN(); + bool useFit = false; + if (numPoints >= 3) { + TF1 *fitFunction = + new TF1("fitFunction", "TMath::Power((x - [0])/[1], 2.) + [2]", + xMin_fit, xMax_fit); + fitFunction->SetParameter(0, x_Lmax); + fitFunction->SetParameter(1, 0.20 * x_Lmax); + fitFunction->SetParameter(2, -TMath::Log(y_Lmax)); + + std::string fitOptions = "NSQ"; + // if ( !verbosity ) fitOptions.append("Q"); + TFitResultPtr fitResult = + likelihoodGraph_forFit->Fit(fitFunction, fitOptions.data()); + if (fitResult.Get()) { + if (verbosity >= 1) { + std::cout << "fitting graph of p versus M(test) in range " + << xMin_fit << ".." << xMax_fit + << ", result:" << std::endl; + std::cout << " parameter #0 = " << fitFunction->GetParameter(0) + << " +/- " << fitFunction->GetParError(0) + << std::endl; + std::cout << " parameter #1 = " << fitFunction->GetParameter(1) + << " +/- " << fitFunction->GetParError(1) + << std::endl; + std::cout << " parameter #2 = " << fitFunction->GetParameter(2) + << " +/- " << fitFunction->GetParError(2) + << std::endl; + std::cout << "chi^2 = " << fitResult->Chi2() << std::endl; + } + if (fitResult->Chi2() < (10. * numPoints) && + fitFunction->GetParameter(0) > xMin && + fitFunction->GetParameter(0) < xMax && + TMath::Abs(fitFunction->GetParameter(0) - x_Lmax) < + (0.10 * x_Lmax)) { + mass = fitFunction->GetParameter(0); + massErr = TMath::Sqrt(square(fitFunction->GetParameter(1)) + + square(fitFunction->GetParError(0))); + Lmax = TMath::Exp(-fitFunction->GetParameter(2)); + // std::cout << "fit: mass = " << mass << " +/- " << massErr << + // " (Lmax = " << Lmax << ")" << std::endl; + useFit = true; + } + } else { + std::cerr << "Warning in : Fit did not converge !!" + << std::endl; + } + delete fitFunction; + } + if (!useFit) { + mass = x_Lmax; + massErr = TMath::Sqrt(0.5 * (square(x_Lmax - xMin_fit) + + square(xMax_fit - x_Lmax))) / + TMath::Sqrt(2. * TMath::Log(10.)); + Lmax = y_Lmax; + // std::cout << "graph: mass = " << mass << " +/- " << massErr << " + // (Lmax = " << Lmax << ")" << std::endl; + } + + delete likelihoodGraph_forFit; +} + +Vector normalize(const Vector &p) { + double p_x = p.x(); + double p_y = p.y(); + double p_z = p.z(); + double mag2 = square(p_x) + square(p_y) + square(p_z); + if (mag2 <= 0.) + return p; + double mag = TMath::Sqrt(mag2); + return Vector(p_x / mag, p_y / mag, p_z / mag); +} + +double compScalarProduct(const Vector &p1, const Vector &p2) { + return (p1.x() * p2.x() + p1.y() * p2.y() + p1.z() * p2.z()); +} + +Vector compCrossProduct(const Vector &p1, const Vector &p2) { + double p3_x = p1.y() * p2.z() - p1.z() * p2.y(); + double p3_y = p1.z() * p2.x() - p1.x() * p2.z(); + double p3_z = p1.x() * p2.y() - p1.y() * p2.x(); + return Vector(p3_x, p3_y, p3_z); +} + +double compCosThetaNuNu(double visEn, double visP, double visMass2, + double nunuEn, double nunuP, double nunuMass2) { + double cosThetaNuNu = + (visEn * nunuEn - 0.5 * (tauLeptonMass2 - (visMass2 + nunuMass2))) / + (visP * nunuP); + return cosThetaNuNu; +} + +double compPSfactor_tauToLepDecay(double x, double visEn, double visP, + double visMass, double nunuEn, double nunuP, + double nunuMass) { + // std::cout << ":" << std::endl; + // std::cout << " x = " << x << std::endl; + // std::cout << " visEn = " << visEn << std::endl; + // std::cout << " visP = " << visP << std::endl; + // std::cout << " visMass = " << visMass << std::endl; + // std::cout << " nunuEn = " << nunuEn << std::endl; + // std::cout << " nunuP = " << nunuP << std::endl; + // std::cout << " nunuMass = " << nunuMass << std::endl; + double visMass2 = square(visMass); + double nunuMass2 = square(nunuMass); + if (x >= (visMass2 / tauLeptonMass2) && x <= 1. && + nunuMass2 < ((1. - x) * tauLeptonMass2)) { // physical solution + double tauEn_rf = + (tauLeptonMass2 + nunuMass2 - visMass2) / (2. * nunuMass); + double visEn_rf = tauEn_rf - nunuMass; + if (!(tauEn_rf >= tauLeptonMass && visEn_rf >= visMass)) + return 0.; + double I = + nunuMass2 * + (2. * tauEn_rf * visEn_rf - + (2. / 3.) * TMath::Sqrt((square(tauEn_rf) - tauLeptonMass2) * + (square(visEn_rf) - visMass2))); +#ifdef XSECTION_NORMALIZATION + I *= GFfactor; +#endif + double cosThetaNuNu = + compCosThetaNuNu(visEn, visP, visMass2, nunuEn, nunuP, nunuMass2); + if (!(cosThetaNuNu >= (-1. + epsilon) && cosThetaNuNu <= +1.)) + return 0.; + double PSfactor = + (visEn + nunuEn) * I / + (8. * visP * square(x) * + TMath::Sqrt(square(visP) + square(nunuP) + + 2. * visP * nunuP * cosThetaNuNu + tauLeptonMass2)); +//------------------------------------------------------------------------- +// CV: fudge factor to reproduce literature value for cross-section times +// branching fraction +#ifdef XSECTION_NORMALIZATION + PSfactor *= 2.; +#endif + //------------------------------------------------------------------------- + return PSfactor; + } else { + return 0.; + } +} + +double compPSfactor_tauToHadDecay(double x, double visEn, double visP, + double visMass, double nuEn, double nuP) { + // std::cout << ":" << std::endl; + // std::cout << " x = " << x << std::endl; + // std::cout << " visEn = " << visEn << std::endl; + // std::cout << " visP = " << visP << std::endl; + // std::cout << " visMass = " << visMass << std::endl; + // std::cout << " nuEn = " << nuEn << std::endl; + // std::cout << " nuP = " << nuP << std::endl; + double visMass2 = square(visMass); + if (x >= (visMass2 / tauLeptonMass2) && x <= 1.) { // physical solution + double cosThetaNu = + compCosThetaNuNu(visEn, visP, visMass2, nuEn, nuP, 0.); + // std::cout << "cosThetaNu = " << cosThetaNu << std::endl; + if (!(cosThetaNu >= (-1. + epsilon) && cosThetaNu <= +1.)) + return 0.; + double PSfactor = + (visEn + nuEn) / + (8. * visP * square(x) * + TMath::Sqrt(square(visP) + square(nuP) + + 2. * visP * nuP * cosThetaNu + tauLeptonMass2)); + PSfactor *= 1.0 / (tauLeptonMass2 - visMass2); +//------------------------------------------------------------------------- +// CV: multiply by constant matrix element, +// chosen such that the branching fraction of the tau to decay into hadrons +// is reproduced +// const double M2 +// = 16.*TMath::Pi()*cube(tauLeptonMass)*GammaTauToHad/(tauLeptonMass2 - +// visMass2); Remove multiplication as it add to execution time, and does not +// alter the result. +#ifdef XSECTION_NORMALIZATION + PSfactor *= M2; +#endif + //------------------------------------------------------------------------- + return PSfactor; + } else { + return 0.; + } +} + +void integrationParameters::reset() { + idx_X_ = -1; + idx_phi_ = -1; + idx_VisPtShift_ = -1; + idx_mNuNu_ = -1; +} + +} // namespace fastmtt diff --git a/src/SVFit/FastMTT.cxx b/src/SVFit/FastMTT.cxx new file mode 100644 index 00000000..02d5f8a4 --- /dev/null +++ b/src/SVFit/FastMTT.cxx @@ -0,0 +1,534 @@ +#include + +#include "Math/Factory.h" +#include "Math/Functor.h" +#include "Math/Minimizer.h" + +#include "TMath.h" +#include "TMatrixD.h" +#include "TVector2.h" + +#include "Math/BasicMinimizer.h" +#include "TF1.h" + +#include "../../include/SVFit/FastMTT.hxx" +#include "../../include/SVFit/MeasuredTauLepton.hxx" + +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +Likelihood::Likelihood() { + + covMET.ResizeTo(2, 2); + + compnentsBitWord.reset(); + enableComponent(fastMTT::MASS); + enableComponent(fastMTT::MET); + /// experimental components. Disabled by default. + disableComponent(fastMTT::PX); + disableComponent(fastMTT::PY); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +Likelihood::~Likelihood() {} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +template +std::array getPowTable(double x) { + std::array powerTable{}; + powerTable[0] = 1.; + for (unsigned int i = 1; i <= max_order; ++i) { + powerTable[i] = powerTable[i - 1] * x; + } + return powerTable; +}; +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void Likelihood::setLeptonInputs(const LorentzVector &aLeg1P4, + const LorentzVector &aLeg2P4, + int aLeg1DecayType, int aLeg2DecayType, + int aLeg1DecayMode, int aLeg2DecayMode) { + leg1P4 = aLeg1P4; + leg2P4 = aLeg2P4; + using PowTable = std::array; + auto getPowTableLam = [](double x) { + PowTable powerTable{}; + powerTable[0] = 1.; + for (unsigned int i = 1; i <= 4; ++i) { + powerTable[i] = powerTable[i - 1] * x; + } + return powerTable; + }; + allpTpows = std::array, 2u>{ + {{{getPowTableLam(leg1P4.Px()), getPowTableLam(leg1P4.Py()), + getPowTableLam(leg1P4.Pz())}}, + {{getPowTableLam(leg2P4.Px()), getPowTableLam(leg2P4.Py()), + getPowTableLam(leg2P4.Pz())}}}}; + + mVis = (leg1P4 + leg2P4).M(); + + mVisLeg1 = leg1P4.M(); + mVisLeg2 = leg2P4.M(); + + if (aLeg1DecayType == fastmtt::MeasuredTauLepton::kTauToHadDecay && + mVisLeg1 > 1.5) { + mVisLeg1 = 0.3; + } + if (aLeg2DecayType == fastmtt::MeasuredTauLepton::kTauToHadDecay && + mVisLeg2 > 1.5) { + mVisLeg2 = 0.3; + } + + const double &mTau = fastmtt::tauLeptonMass; + mVis1OverTauSquare = std::pow(mVisLeg1 / mTau, 2); + mVis2OverTauSquare = std::pow(mVisLeg2 / mTau, 2); + + leg1DecayType = aLeg1DecayType; + leg2DecayType = aLeg2DecayType; + + leg1DecayMode = aLeg1DecayMode; + leg2DecayMode = aLeg2DecayMode; +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void Likelihood::setMETInputs(const LorentzVector &aMET, + const TMatrixD &aCovMET) { + recoMET = aMET; + covMET = aCovMET; +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void Likelihood::setParameters(const std::vector &aPars) { + + parameters = aPars; + if (parameters.size() < 2) + parameters = std::vector{6, 1.0 / 1.15}; +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void Likelihood::enableComponent(fastMTT::likelihoodComponent aCompIndex) { + + compnentsBitWord.set(aCompIndex); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void Likelihood::disableComponent(fastMTT::likelihoodComponent aCompIndex) { + + compnentsBitWord.reset(aCompIndex); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double Likelihood::massLikelihood(const double &m) const { + + double coeff1 = parameters[0]; + double coeff2 = parameters[1]; + double mScaled = m * coeff2; + + if (mScaled < mVis) + return 0.0; + + const double mVS2 = std::pow(mVis / mScaled, 2); + + double x1Min = std::min(1.0, mVis1OverTauSquare); + double x2Min = std::max(mVis2OverTauSquare, mVS2); + double x2Max = std::min(1.0, mVS2 / x1Min); + + if (x2Max < x2Min) + return 0.0; + + double jacobiFactor = 2.0 * std::pow(mVis, 2) * std::pow(mScaled, -coeff1); + double x2IntegralTerm = log(x2Max) - log(x2Min); + + double value = x2IntegralTerm; + if (leg1DecayType != fastmtt::MeasuredTauLepton::kTauToHadDecay) { + + double mNuNuIntegralTermLeg1 = + mVS2 * (std::pow(x2Max, -1) - std::pow(x2Min, -1)); + value += mNuNuIntegralTermLeg1; + } + if (leg2DecayType != fastmtt::MeasuredTauLepton::kTauToHadDecay) { + double mNuNuIntegralTermLeg2 = mVS2 * x2IntegralTerm - (x2Max - x2Min); + value += mNuNuIntegralTermLeg2; + } + + /// The E9 factor to get values around 1.0 + value *= 1E9 * jacobiFactor; + + return value; +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double Likelihood::ptLikelihood(const double &pTTauTau, int type) const { + + /// Protection against numerical singularity in phase space volume. + if (std::abs(pTTauTau) < 0.5) + return 0.0; + + const auto pT1pow = allpTpows[0][type]; + const auto pT2pow = allpTpows[1][type]; + const auto pT1 = pT1pow[1]; + const auto pT2 = pT2pow[1]; + const auto pTTauTauPow = getPowTable<5>(pTTauTau); + + Double_t x1Min = std::min(1.0, mVis1OverTauSquare); + Double_t x2Min = std::min(1.0, mVis2OverTauSquare); + + Double_t x2Max = 1.0; + Double_t x1Max = 1.0; + + Double_t a_x2 = x1Min * pT2 / (x1Min * pTTauTau - pT1); + Double_t b_x2 = x1Max * pT2 / (x1Max * pTTauTau - pT1); + + const bool is_x1_vs_x2_falling = (-pT2 * pT1) < 0; + const double x1_singularity = pT1 / pTTauTau; + const bool x2_vs_x1_hasSingularity = + x1_singularity > 0.0 && x1_singularity < 1.0; + if (x2_vs_x1_hasSingularity && x1_singularity < x1Min) + return 0.0; + + if (is_x1_vs_x2_falling) { + x2Min = std::max(x2Min, b_x2); + x2Max = std::min(x2Max, a_x2); + if (x2_vs_x1_hasSingularity && x2Max < 0) + x2Max = 1.0; + } else { + x2Min = std::max(x2Min, a_x2); + x2Max = std::min(x2Max, b_x2); + if (x2_vs_x1_hasSingularity && x2Max < 0) + x2Max = 1.0; + } + + if (x2Min < 0) + x2Min = 0.0; + if (x2Min > x2Max) + return 0.0; + + Double_t mNuNuIntegral = 0.0; + Double_t x2 = std::min(1.0, x2Max); + + const Double_t term1 = pT2 - pTTauTau * x2; + const Double_t log_term1 = log(std::abs(term1)); + const Double_t term1Square = std::pow(term1, 2); + + Double_t integralMax = + (pT1 * (pTTauTau * x2 + pT2pow[2] / term1 + 2 * pT2 * log_term1)) / + pTTauTauPow[3]; + if (leg1DecayType != fastmtt::MeasuredTauLepton::kTauToHadDecay) { + mNuNuIntegral = + -pT1pow[2] * + (2 * pTTauTau * x2 + + (pT2pow[2] * (5 * pT2 - 6 * pTTauTau * x2)) / term1Square + + 6 * pT2 * log_term1) / + (2 * pTTauTauPow[4]); + } + if (leg2DecayType != fastmtt::MeasuredTauLepton::kTauToHadDecay) { + mNuNuIntegral += -pT1 / (2 * pTTauTauPow[5]) * + (2 * pT2 * pTTauTau * (-3 * pT1 + 2 * pTTauTau) * x2 + + pTTauTauPow[2] * (-pT1 + pTTauTau) * pow(x2, 2) + + (pT2pow[4] * pT1) / term1Square + + (2 * pT2pow[3] * (-4 * pT1 + pTTauTau)) / term1 + + 6 * pT2pow[2] * (-2 * pT1 + pTTauTau) * log_term1); + } + integralMax += mNuNuIntegral; + + x2 = x2Min; + const Double_t term2 = pT2 - pTTauTau * x2; + const Double_t log_term2 = log(std::abs(term2)); + const Double_t term2Square = std::pow(term2, 2); + + Double_t integralMin = + (pT1 * (pTTauTau * x2 + pT2pow[2] / term2 + 2 * pT2 * log_term2)) / + pTTauTauPow[3]; + if (leg1DecayType != fastmtt::MeasuredTauLepton::kTauToHadDecay) { + mNuNuIntegral = + -pT1pow[2] * + (2 * pTTauTau * x2 + + (pT2pow[2] * (5 * pT2 - 6 * pTTauTau * x2)) / term2Square + + 6 * pT2 * log_term2) / + (2 * pTTauTauPow[4]); + } + if (leg2DecayType != fastmtt::MeasuredTauLepton::kTauToHadDecay) { + mNuNuIntegral += -pT1 / (2 * pTTauTauPow[5]) * + (2 * pT2 * pTTauTau * (-3 * pT1 + 2 * pTTauTau) * x2 + + pTTauTauPow[2] * (-pT1 + pTTauTau) * pow(x2, 2) + + (pT2pow[4] * pT1) / term2Square + + (2 * pT2pow[3] * (-4 * pT1 + pTTauTau)) / term2 + + 6 * pT2pow[2] * (-2 * pT1 + pTTauTau) * log_term2); + } + + integralMin += mNuNuIntegral; + + Double_t value = integralMax - integralMin; + + /// The 1E4 factor to get values around 1.0 + value *= 1E4; + + return std::abs(value); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double Likelihood::metTF(const LorentzVector &metP4, const LorentzVector &nuP4, + const TMatrixD &covMET) const { + + const double aMETx = metP4.X(); + const double aMETy = metP4.Y(); + + double invCovMETxx = covMET(1, 1); + double invCovMETxy = -covMET(0, 1); + double invCovMETyx = -covMET(1, 0); + double invCovMETyy = covMET(0, 0); + double covDet = invCovMETxx * invCovMETyy - invCovMETxy * invCovMETyx; + + if (std::abs(covDet) < 1E-10) { + std::cerr << "Error: Cannot invert MET covariance Matrix (det=0) !!" + << "METx: " << aMETy << " METy: " << aMETy << std::endl; + return 0; + } + double const_MET = 1. / (2. * M_PI * TMath::Sqrt(covDet)); + double residualX = aMETx - (nuP4.X()); + double residualY = aMETy - (nuP4.Y()); + + double pull2 = + residualX * (invCovMETxx * residualX + invCovMETxy * residualY) + + residualY * (invCovMETyx * residualX + invCovMETyy * residualY); + pull2 /= covDet; + + return const_MET * TMath::Exp(-0.5 * pull2); +} +////////////////////////////////////////////////////////////////////////////// +////////////////////////////////////////////////////////////////////////////// +double Likelihood::value(const double *x) const { + + double x1Min = std::min(1.0, mVis1OverTauSquare); + double x2Min = std::min(1.0, mVis2OverTauSquare); + + if (x[0] < x1Min || x[1] < x2Min) + return 0.0; + + const auto testP4 = leg1P4 * (1.0 / x[0]) + leg2P4 * (1.0 / x[1]); + const auto testMET = testP4 - leg1P4 - leg2P4; + + double value = -1.0; + if (compnentsBitWord.test(fastMTT::MET)) + value *= metTF(recoMET, testMET, covMET); + if (compnentsBitWord.test(fastMTT::MASS)) + value *= massLikelihood(testP4.M()); + if (compnentsBitWord.test(fastMTT::PX)) + value *= ptLikelihood(testP4.Px(), 0); + if (compnentsBitWord.test(fastMTT::PY)) + value *= ptLikelihood(testP4.Py(), 1); + return value; +} +////////////////////////////////////////////////////////////////////////////// +////////////////////////////////////////////////////////////////////////////// +FastMTT::FastMTT() { + + minimizerName = "Minuit2"; + minimizerAlgorithm = "Migrad"; + initialize(); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +FastMTT::~FastMTT() { delete minimizer; } +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::initialize() { + + minimizer = + ROOT::Math::Factory::CreateMinimizer(minimizerName, minimizerAlgorithm); + minimizer->SetMaxFunctionCalls(100000); + minimizer->SetMaxIterations(100000); + minimizer->SetTolerance(0.01); + + std::vector varNames = {"x1", "x2"}; + nVariables = varNames.size(); + std::vector initialValues(nVariables, 0.5); + std::vector stepSizes(nVariables, 0.01); + minimumPosition = initialValues; + minimumValue = 999.0; + + for (unsigned int iVar = 0; iVar < nVariables; ++iVar) { + minimizer->SetVariable(iVar, varNames[iVar].c_str(), + initialValues[iVar], stepSizes[iVar]); + } + + std::vector shapeParams = {6, 1.0 / 1.15}; + setLikelihoodParams(shapeParams); + likelihoodFunctor = + new ROOT::Math::Functor(&myLikelihood, &Likelihood::value, nVariables); + minimizer->SetFunction(*likelihoodFunctor); + + verbosity = 0; +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::setLikelihoodParams(const std::vector &aPars) { + + myLikelihood.setParameters(aPars); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::enableComponent(fastMTT::likelihoodComponent aCompIndex) { + + myLikelihood.enableComponent(aCompIndex); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::disableComponent(fastMTT::likelihoodComponent aCompIndex) { + + myLikelihood.disableComponent(aCompIndex); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +bool FastMTT::compareLeptons( + const fastmtt::MeasuredTauLepton &measuredTauLepton1, + const fastmtt::MeasuredTauLepton &measuredTauLepton2) { + + using namespace fastmtt; + + if ((measuredTauLepton1.type() == MeasuredTauLepton::kTauToElecDecay || + measuredTauLepton1.type() == MeasuredTauLepton::kTauToMuDecay) && + measuredTauLepton2.type() == MeasuredTauLepton::kTauToHadDecay) + return true; + if ((measuredTauLepton2.type() == MeasuredTauLepton::kTauToElecDecay || + measuredTauLepton2.type() == MeasuredTauLepton::kTauToMuDecay) && + measuredTauLepton1.type() == MeasuredTauLepton::kTauToHadDecay) + return false; + return (measuredTauLepton1.pt() > measuredTauLepton2.pt()); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::run( + const std::vector &measuredTauLeptons, + const double &measuredMETx, const double &measuredMETy, + const TMatrixD &covMET) { + + bestP4 = LorentzVector(); + //////////////////////////////////////////// + + if (measuredTauLeptons.size() != 2) { + std::cout << "Number of MeasuredTauLepton is " + << measuredTauLeptons.size() + << " a user shouls pass exactly two leptons." << std::endl; + return; + } + + std::vector sortedMeasuredTauLeptons = + measuredTauLeptons; + std::sort(sortedMeasuredTauLeptons.begin(), sortedMeasuredTauLeptons.end(), + compareLeptons); + + double metLength = + sqrt(std::pow(measuredMETx, 2) + std::pow(measuredMETy, 2)); + LorentzVector aMET = + LorentzVector(measuredMETx, measuredMETy, 0, metLength); + + const fastmtt::MeasuredTauLepton &aLepton1 = measuredTauLeptons[0]; + const fastmtt::MeasuredTauLepton &aLepton2 = measuredTauLeptons[1]; + + myLikelihood.setLeptonInputs(aLepton1.p4(), aLepton2.p4(), aLepton1.type(), + aLepton2.type(), aLepton1.decayMode(), + aLepton2.decayMode()); + myLikelihood.setMETInputs(aMET, covMET); + + scan(); + // minimize(); + + tau1P4 = aLepton1.p4() * (1.0 / minimumPosition[0]); + tau2P4 = aLepton2.p4() * (1.0 / minimumPosition[1]); + bestP4 = tau1P4 + tau2P4; +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::minimize() { + + clock.Reset(); + clock.Start("minimize"); + + minimizer->SetVariableLimits(0, 0.01, 1.0); + minimizer->SetVariableLimits(1, 0.01, 1.0); + + minimizer->SetVariable(0, "x1", 0.5, 0.1); + minimizer->SetVariable(1, "x2", 0.5, 0.1); + + minimizer->Minimize(); + + const double *theMinimum = minimizer->X(); + minimumPosition[0] = theMinimum[0]; + minimumPosition[1] = theMinimum[1]; + minimumValue = minimizer->MinValue(); + + if (true || minimizer->Status() != 0) { + std::cout << " minimizer " + << " Status: " << minimizer->Status() + << " nCalls: " << minimizer->NCalls() + << " nIterations: " << minimizer->NIterations() + << " x1Max: " << theMinimum[0] << " x2Max: " << theMinimum[1] + << " max LLH: " << minimizer->MinValue() + << " m: " << bestP4.M() << std::endl; + } + clock.Stop("minimize"); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +void FastMTT::scan() { + + clock.Reset(); + clock.Start("scan"); + + double lh = 0.0; + double bestLH = 0.0; + + double x[2] = {0.5, 0.5}; + + double theMinimum[2] = {0.75, 0.75}; + const int nGridPoints = 100; + const double gridFactor = 1. / nGridPoints; + int nCalls = 0; + for (int iX2 = 1; iX2 < nGridPoints; ++iX2) { + x[1] = iX2 * gridFactor; + for (int iX1 = 1; iX1 < nGridPoints; ++iX1) { + x[0] = iX1 * gridFactor; + lh = myLikelihood.value(x); + ++nCalls; + if (lh < bestLH) { + bestLH = lh; + theMinimum[0] = x[0]; + theMinimum[1] = x[1]; + } + } + + minimumPosition[0] = theMinimum[0]; + minimumPosition[1] = theMinimum[1]; + minimumValue = bestLH; + } + clock.Stop("scan"); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double FastMTT::getCpuTime(const std::string &method) { + + return clock.GetCpuTime(method.c_str()); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double FastMTT::getRealTime(const std::string &method) { + + return clock.GetRealTime(method.c_str()); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +std::tuple FastMTT::getBestX() const { + + return std::make_tuple(minimumPosition[0], minimumPosition[1]); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double FastMTT::getBestLikelihood() const { return minimumValue; } +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// +double FastMTT::getLikelihoodForX(double *x) const { + + return myLikelihood.value(x); +} +/////////////////////////////////////////////////////////////////// +/////////////////////////////////////////////////////////////////// diff --git a/src/SVFit/MeasuredTauLepton.cxx b/src/SVFit/MeasuredTauLepton.cxx new file mode 100644 index 00000000..e70b8f44 --- /dev/null +++ b/src/SVFit/MeasuredTauLepton.cxx @@ -0,0 +1,133 @@ +#include "../../include/SVFit/MeasuredTauLepton.hxx" +#include "../../include/SVFit/AuxFunctions.hxx" + +#include + +using namespace fastmtt; + +MeasuredTauLepton::MeasuredTauLepton() + : type_(kUndefinedDecayType), pt_(0.), eta_(0.), phi_(0.), mass_(0.), + decayMode_(-1) { + initialize(); +} + +MeasuredTauLepton::MeasuredTauLepton(int type, double pt, double eta, + double phi, double mass, int decayMode) + : type_(type), pt_(pt), eta_(eta), phi_(phi), mass_(mass), + decayMode_(decayMode) { + // std::cout << ":" << std::endl; + // std::cout << " Pt = " << pt_ << ", eta = " << eta_ << ", phi = " << phi_ + // << ", mass = " << mass_ << std::endl; + double minVisMass = electronMass; + double maxVisMass = tauLeptonMass; + std::string type_string; + if (type_ == kTauToElecDecay) { + minVisMass = electronMass; + maxVisMass = minVisMass; + } else if (type_ == kTauToMuDecay) { + minVisMass = muonMass; + maxVisMass = minVisMass; + } else if (type_ == kTauToHadDecay) { + if (decayMode_ == -1) { + minVisMass = chargedPionMass; + maxVisMass = 1.5; + } else if (decayMode_ == 0) { + minVisMass = chargedPionMass; + maxVisMass = minVisMass; + } else { + minVisMass = 0.3; + maxVisMass = 1.5; + } + } + preciseVisMass_ = mass_; + // if (preciseVisMass_ < (0.9 * minVisMass) || + // preciseVisMass_ > (1.1 * maxVisMass)) { + // std::string type_string; + // if (type_ == kTauToElecDecay) + // type_string = "tau -> electron decay"; + // else if (type_ == kTauToMuDecay) + // type_string = "tau -> muon decay"; + // else if (type_ == kTauToHadDecay) + // type_string = "tau -> had decay"; + // else { + // std::cerr << "Error: Invalid type " << type_ + // << " declared for leg: Pt = " << pt_ << ", eta = " << eta_ + // << ", phi = " << phi_ << ", mass = " << mass_ << " !!" + // << std::endl; + // assert(0); + // } + // std::cerr << "Warning: " << type_string + // << " declared for leg: Pt = " << pt_ << ", eta = " << eta_ + // << ", phi = " << phi_ << ", mass = " << mass_ << " !!" + // << std::endl; + // std::cerr << " (mass expected in the range = " << minVisMass << ".." + // << maxVisMass << ")" << std::endl; + // } + if (preciseVisMass_ < minVisMass) + preciseVisMass_ = minVisMass; + if (preciseVisMass_ > maxVisMass) + preciseVisMass_ = maxVisMass; + initialize(); + // std::cout << " En = " << energy_ << ", Px = " << px_ << ", Py = " << py_ + // << ", Pz = " << pz_ << std::endl; +} + +MeasuredTauLepton::MeasuredTauLepton(const MeasuredTauLepton &measuredTauLepton) + : type_(measuredTauLepton.type()), pt_(measuredTauLepton.pt()), + eta_(measuredTauLepton.eta()), phi_(measuredTauLepton.phi()), + mass_(measuredTauLepton.mass()), + decayMode_(measuredTauLepton.decayMode()) { + preciseVisMass_ = measuredTauLepton.mass(); + + initialize(); +} + +MeasuredTauLepton::~MeasuredTauLepton() {} + +int MeasuredTauLepton::type() const { return type_; } + +double MeasuredTauLepton::pt() const { return pt_; } +double MeasuredTauLepton::eta() const { return eta_; } +double MeasuredTauLepton::phi() const { return phi_; } +double MeasuredTauLepton::mass() const { return preciseVisMass_; } + +double MeasuredTauLepton::energy() const { return energy_; } +double MeasuredTauLepton::px() const { return px_; } +double MeasuredTauLepton::py() const { return py_; } +double MeasuredTauLepton::pz() const { return pz_; } + +double MeasuredTauLepton::p() const { return p_; } + +int MeasuredTauLepton::decayMode() const { return decayMode_; } + +LorentzVector MeasuredTauLepton::p4() const { return p4_; } + +Vector MeasuredTauLepton::p3() const { return p3_; } + +double MeasuredTauLepton::cosPhi_sinTheta() const { return cosPhi_sinTheta_; } +double MeasuredTauLepton::sinPhi_sinTheta() const { return sinPhi_sinTheta_; } +double MeasuredTauLepton::cosTheta() const { return cosTheta_; } + +void MeasuredTauLepton::roundToNdigits(unsigned int nDigis) { + pt_ = fastmtt::roundToNdigits(pt_, nDigis); + eta_ = fastmtt::roundToNdigits(eta_, nDigis); + phi_ = fastmtt::roundToNdigits(phi_, nDigis); + mass_ = fastmtt::roundToNdigits(mass_, nDigis); + initialize(); +} + +void MeasuredTauLepton::initialize() { + // CV: relations between pT and p, energy taken from + // http://en.wikipedia.org/wiki/Pseudorapidity + p_ = pt_ * TMath::CosH(eta_); + px_ = pt_ * TMath::Cos(phi_); + py_ = pt_ * TMath::Sin(phi_); + pz_ = pt_ * TMath::SinH(eta_); + energy_ = TMath::Sqrt(p_ * p_ + preciseVisMass_ * preciseVisMass_); + p4_ = LorentzVector(px_, py_, pz_, energy_); + p3_ = Vector(px_, py_, pz_); + double theta = p4_.theta(); + cosPhi_sinTheta_ = TMath::Cos(phi_) * TMath::Sin(theta); + sinPhi_sinTheta_ = TMath::Sin(phi_) * TMath::Sin(theta); + cosTheta_ = TMath::Cos(theta); +} From 3bc06ab930abfb5417dfd14eb3a87d4d2c728281 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 10 Mar 2023 11:08:25 +0100 Subject: [PATCH 098/284] add SVFit to cmake shared lib --- CMakeLists.txt | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index 29b712df..6fc3f8b8 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -287,7 +287,8 @@ include_directories(${CMAKE_SOURCE_DIR}/include) file(GLOB SOURCES_1 ${CMAKE_SOURCE_DIR}/src/*.cxx) file(GLOB SOURCES_2 ${CMAKE_SOURCE_DIR}/src/utility/*.cxx - ${CMAKE_SOURCE_DIR}/src/RecoilCorrections/*.cxx) + ${CMAKE_SOURCE_DIR}/src/RecoilCorrections/*.cxx + ${CMAKE_SOURCE_DIR}/src/SVFit/*.cxx) set(SOURCES ${SOURCES_1} ${SOURCES_2}) add_library(CROWNLIB SHARED ${SOURCES}) target_include_directories(CROWNLIB PRIVATE ${CMAKE_SOURCE_DIR} ${ROOT_INCLUDE_DIRS}) From 8777d033d753aa7d1c85571002940b6662538fe5 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 10 Mar 2023 11:15:18 +0100 Subject: [PATCH 099/284] add SVFIT producer --- include/quantities.hxx | 17 ++++++++ src/quantities.cxx | 97 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 114 insertions(+) diff --git a/include/quantities.hxx b/include/quantities.hxx index 4ff59416..80e37018 100644 --- a/include/quantities.hxx +++ b/include/quantities.hxx @@ -26,6 +26,23 @@ ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, const std::string &chargecolumn); ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); +ROOT::RDF::RNode p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &pt_1, + const std::string &pt_2, + const std::string &eta_1, + const std::string &eta_2, + const std::string &phi_1, + const std::string &phi_2, + const std::string &mass_1, + const std::string &mass_2, + const std::string &met_pt, + const std::string &met_phi, + const std::string &met_cov_xx, + const std::string &met_cov_xy, + const std::string &met_cov_yy, + const std::string &decay_mode_1, + const std::string &decay_mode_2, + const std::string &finalstate); ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); ROOT::RDF::RNode pzetamissvis(ROOT::RDF::RNode df, diff --git a/src/quantities.cxx b/src/quantities.cxx index 7c238c1a..b308b8f1 100644 --- a/src/quantities.cxx +++ b/src/quantities.cxx @@ -1,6 +1,8 @@ #ifndef GUARD_QUANTITIES_H #define GUARD_QUANTITIES_H +#include "../include/SVFit/FastMTT.hxx" +#include "../include/SVFit/MeasuredTauLepton.hxx" #include "../include/basefunctions.hxx" #include "../include/defaults.hxx" #include "../include/utility/Logger.hxx" @@ -176,6 +178,101 @@ ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, }, inputvectors); } + + +/** + * @brief Function used to calculate the FastMTT p4 from the given inputs. The implementation is based on https://github.com/SVfit/ClassicSVfit/tree/fastMTT_19_02_2019 + * + * @param df The dataframe to add the quantity to + * @param outputname name of the new column containing the lorentz vector value + * @param pt_1 the name of the column containing the pt of the first particle + * @param pt_2 the name of the column containing the pt of the second particle + * @param eta_1 the name of the column containing the eta of the first particle + * @param eta_2 the name of the column containing the eta of the second particle + * @param phi_1 the name of the column containing the phi of the first particle + * @param phi_2 the name of the column containing the phi of the second particle + * @param mass_1 the name of the column containing the mass of the first particle + * @param mass_2 the name of the column containing the mass of the second particle + * @param met_pt the name of the column containing the met pt + * @param met_phi the name of the column containing the met phi + * @param met_cov_xx the name of the column containing the met covariance xx + * @param met_cov_xy the name of the column containing the met covariance xy + * @param met_cov_yy the name of the column containing the met covariance yy + * @param decay_mode_1 the name of the column containing the decay mode of the first particle + * @param decay_mode_2 the name of the column containing the decay mode of the second particle + * @param finalstate the final state of the ditaudecay. Supported are "mt", "et", "tt", "em" + * @return ROOT::RDF::RNode + */ +ROOT::RDF::RNode +p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &pt_1, const std::string &pt_2, + const std::string &eta_1, const std::string &eta_2, + const std::string &phi_1, const std::string &phi_2, + const std::string &mass_1, const std::string &mass_2, + const std::string &met_pt, const std::string &met_phi, + const std::string &met_cov_xx, const std::string &met_cov_xy, + const std::string &met_cov_yy, const std::string &decay_mode_1, + const std::string &decay_mode_2, const std::string &finalstate) + { + auto calculate_fast_mtt = + [finalstate](const float &pt_1, const float &pt_2, const float &eta_1, + const float &eta_2, const float &phi_1, const float &phi_2, + const float &mass_1, const float &mass_2, const float &met_pt, + const float &met_phi, const float &met_cov_xx, + const float &met_cov_xy, const float &met_cov_yy, + const int &decay_mode_1, const int &decay_mode_2) { + std::vector measuredTauLeptons; + TMatrixD covMET(2, 2); + covMET[0][0] = met_cov_xx; + covMET[1][0] = met_cov_xy; + covMET[0][1] = met_cov_xy; + covMET[1][1] = met_cov_yy; + // build the met lorentz vector + ROOT::Math::PtEtaPhiMVector met(met_pt, 0.0, met_phi, 0.0); + // set the decay modes according to the final state + auto decay_obj_1 = fastmtt::MeasuredTauLepton::kTauToHadDecay; + auto decay_obj_2 = fastmtt::MeasuredTauLepton::kTauToHadDecay; + int dm_1, dm_2; + if (finalstate == "mt") { + dm_1 = -1; + dm_2 = decay_mode_2; + auto decay_obj_1 = fastmtt::MeasuredTauLepton::kTauToMuDecay; + auto decay_obj_2 = fastmtt::MeasuredTauLepton::kTauToHadDecay; + } else if (finalstate == "et") { + dm_1 = -1; + dm_2 = decay_mode_2; + auto decay_obj_1 = fastmtt::MeasuredTauLepton::kTauToElecDecay; + auto decay_obj_2 = fastmtt::MeasuredTauLepton::kTauToHadDecay; + } else if (finalstate == "tt") { + dm_1 = decay_mode_1; + dm_2 = decay_mode_2; + } else if (finalstate == "em") { + dm_1 = -1; + dm_2 = -1; + auto decay_obj_1 = fastmtt::MeasuredTauLepton::kTauToElecDecay; + auto decay_obj_2 = fastmtt::MeasuredTauLepton::kTauToMuDecay; + } else { + Logger::get("FastMTT")->error( + "Final state {} not supported by FastMTT", finalstate); + return (ROOT::Math::PtEtaPhiMVector)LorentzVector(); + } + measuredTauLeptons.push_back(fastmtt::MeasuredTauLepton( + decay_obj_1, pt_1, eta_1, phi_1, mass_1, dm_1)); + measuredTauLeptons.push_back(fastmtt::MeasuredTauLepton( + decay_obj_2, pt_2, eta_2, phi_2, mass_2, dm_2)); + FastMTT FastMTTAlgo; + FastMTTAlgo.run(measuredTauLeptons, met.X(), met.Y(), covMET); + LorentzVector result = FastMTTAlgo.getBestP4(); + // ROOT::Math::PtEtaPhiMVector result(_result.Pt(), _result.Eta(), + // _result.Phi(), _result.M()); + Logger::get("FastMTT")->debug("FastMTT result: {}", result.M()); + return (ROOT::Math::PtEtaPhiMVector)result; + }; + return df.Define(outputname, calculate_fast_mtt, + {pt_1, pt_2, eta_1, eta_2, phi_1, phi_2, mass_1, mass_2, + met_pt, met_phi, met_cov_xx, met_cov_xy, met_cov_yy, + decay_mode_1, decay_mode_2}); +} /// Function to calculate the visible pt from a pair of lorentz vectors and /// add it to the dataframe. The visible pt is calculated as the pt of the /// lorentz vector of the dilepton system. From 24c8947da2db4d6a29e548c498a17b9b03d118ec Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 10 Mar 2023 11:16:18 +0100 Subject: [PATCH 100/284] clang --- include/SVFit/FastMTT.hxx | 4 ++-- include/quantities.hxx | 27 +++++++++---------------- src/SVFit/MeasuredTauLepton.cxx | 3 ++- src/quantities.cxx | 36 +++++++++++++++++++-------------- 4 files changed, 35 insertions(+), 35 deletions(-) diff --git a/include/SVFit/FastMTT.hxx b/include/SVFit/FastMTT.hxx index 9cb6b6f8..61d2f0df 100644 --- a/include/SVFit/FastMTT.hxx +++ b/include/SVFit/FastMTT.hxx @@ -95,8 +95,8 @@ class FastMTT { void initialize(); /// Run fastMTT algorithm for given input - void run(const std::vector &, - const double &, const double &, const TMatrixD &); + void run(const std::vector &, const double &, + const double &, const TMatrixD &); /// Set likelihood shape parameters. Two parameters are expected: /// power of 1/mVis, and scaling factor of mTest diff --git a/include/quantities.hxx b/include/quantities.hxx index 80e37018..0f9a1daa 100644 --- a/include/quantities.hxx +++ b/include/quantities.hxx @@ -26,23 +26,16 @@ ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, const std::string &chargecolumn); ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); -ROOT::RDF::RNode p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &pt_1, - const std::string &pt_2, - const std::string &eta_1, - const std::string &eta_2, - const std::string &phi_1, - const std::string &phi_2, - const std::string &mass_1, - const std::string &mass_2, - const std::string &met_pt, - const std::string &met_phi, - const std::string &met_cov_xx, - const std::string &met_cov_xy, - const std::string &met_cov_yy, - const std::string &decay_mode_1, - const std::string &decay_mode_2, - const std::string &finalstate); +ROOT::RDF::RNode +p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &pt_1, const std::string &pt_2, + const std::string &eta_1, const std::string &eta_2, + const std::string &phi_1, const std::string &phi_2, + const std::string &mass_1, const std::string &mass_2, + const std::string &met_pt, const std::string &met_phi, + const std::string &met_cov_xx, const std::string &met_cov_xy, + const std::string &met_cov_yy, const std::string &decay_mode_1, + const std::string &decay_mode_2, const std::string &finalstate); ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); ROOT::RDF::RNode pzetamissvis(ROOT::RDF::RNode df, diff --git a/src/SVFit/MeasuredTauLepton.cxx b/src/SVFit/MeasuredTauLepton.cxx index e70b8f44..8acc9c5d 100644 --- a/src/SVFit/MeasuredTauLepton.cxx +++ b/src/SVFit/MeasuredTauLepton.cxx @@ -51,7 +51,8 @@ MeasuredTauLepton::MeasuredTauLepton(int type, double pt, double eta, // type_string = "tau -> had decay"; // else { // std::cerr << "Error: Invalid type " << type_ - // << " declared for leg: Pt = " << pt_ << ", eta = " << eta_ + // << " declared for leg: Pt = " << pt_ << ", eta = " << + // eta_ // << ", phi = " << phi_ << ", mass = " << mass_ << " !!" // << std::endl; // assert(0); diff --git a/src/quantities.cxx b/src/quantities.cxx index b308b8f1..7cd0d9bb 100644 --- a/src/quantities.cxx +++ b/src/quantities.cxx @@ -179,10 +179,11 @@ ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, inputvectors); } - /** - * @brief Function used to calculate the FastMTT p4 from the given inputs. The implementation is based on https://github.com/SVfit/ClassicSVfit/tree/fastMTT_19_02_2019 - * + * @brief Function used to calculate the FastMTT p4 from the given inputs. The + * implementation is based on + * https://github.com/SVfit/ClassicSVfit/tree/fastMTT_19_02_2019 + * * @param df The dataframe to add the quantity to * @param outputname name of the new column containing the lorentz vector value * @param pt_1 the name of the column containing the pt of the first particle @@ -191,16 +192,21 @@ ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, * @param eta_2 the name of the column containing the eta of the second particle * @param phi_1 the name of the column containing the phi of the first particle * @param phi_2 the name of the column containing the phi of the second particle - * @param mass_1 the name of the column containing the mass of the first particle - * @param mass_2 the name of the column containing the mass of the second particle + * @param mass_1 the name of the column containing the mass of the first + * particle + * @param mass_2 the name of the column containing the mass of the second + * particle * @param met_pt the name of the column containing the met pt * @param met_phi the name of the column containing the met phi * @param met_cov_xx the name of the column containing the met covariance xx * @param met_cov_xy the name of the column containing the met covariance xy * @param met_cov_yy the name of the column containing the met covariance yy - * @param decay_mode_1 the name of the column containing the decay mode of the first particle - * @param decay_mode_2 the name of the column containing the decay mode of the second particle - * @param finalstate the final state of the ditaudecay. Supported are "mt", "et", "tt", "em" + * @param decay_mode_1 the name of the column containing the decay mode of the + * first particle + * @param decay_mode_2 the name of the column containing the decay mode of the + * second particle + * @param finalstate the final state of the ditaudecay. Supported are "mt", + * "et", "tt", "em" * @return ROOT::RDF::RNode */ ROOT::RDF::RNode @@ -212,15 +218,15 @@ p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &met_pt, const std::string &met_phi, const std::string &met_cov_xx, const std::string &met_cov_xy, const std::string &met_cov_yy, const std::string &decay_mode_1, - const std::string &decay_mode_2, const std::string &finalstate) - { + const std::string &decay_mode_2, const std::string &finalstate) { auto calculate_fast_mtt = [finalstate](const float &pt_1, const float &pt_2, const float &eta_1, - const float &eta_2, const float &phi_1, const float &phi_2, - const float &mass_1, const float &mass_2, const float &met_pt, - const float &met_phi, const float &met_cov_xx, - const float &met_cov_xy, const float &met_cov_yy, - const int &decay_mode_1, const int &decay_mode_2) { + const float &eta_2, const float &phi_1, const float &phi_2, + const float &mass_1, const float &mass_2, + const float &met_pt, const float &met_phi, + const float &met_cov_xx, const float &met_cov_xy, + const float &met_cov_yy, const int &decay_mode_1, + const int &decay_mode_2) { std::vector measuredTauLeptons; TMatrixD covMET(2, 2); covMET[0][0] = met_cov_xx; From 70e66aeed45f3abb62c24ece867dee7cc58f0aca Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 16 Mar 2023 12:00:12 +0100 Subject: [PATCH 101/284] adress comments --- src/SVFit/MeasuredTauLepton.cxx | 30 ------------------------------ 1 file changed, 30 deletions(-) diff --git a/src/SVFit/MeasuredTauLepton.cxx b/src/SVFit/MeasuredTauLepton.cxx index 8acc9c5d..d2de8cfc 100644 --- a/src/SVFit/MeasuredTauLepton.cxx +++ b/src/SVFit/MeasuredTauLepton.cxx @@ -15,12 +15,8 @@ MeasuredTauLepton::MeasuredTauLepton(int type, double pt, double eta, double phi, double mass, int decayMode) : type_(type), pt_(pt), eta_(eta), phi_(phi), mass_(mass), decayMode_(decayMode) { - // std::cout << ":" << std::endl; - // std::cout << " Pt = " << pt_ << ", eta = " << eta_ << ", phi = " << phi_ - // << ", mass = " << mass_ << std::endl; double minVisMass = electronMass; double maxVisMass = tauLeptonMass; - std::string type_string; if (type_ == kTauToElecDecay) { minVisMass = electronMass; maxVisMass = minVisMass; @@ -40,37 +36,11 @@ MeasuredTauLepton::MeasuredTauLepton(int type, double pt, double eta, } } preciseVisMass_ = mass_; - // if (preciseVisMass_ < (0.9 * minVisMass) || - // preciseVisMass_ > (1.1 * maxVisMass)) { - // std::string type_string; - // if (type_ == kTauToElecDecay) - // type_string = "tau -> electron decay"; - // else if (type_ == kTauToMuDecay) - // type_string = "tau -> muon decay"; - // else if (type_ == kTauToHadDecay) - // type_string = "tau -> had decay"; - // else { - // std::cerr << "Error: Invalid type " << type_ - // << " declared for leg: Pt = " << pt_ << ", eta = " << - // eta_ - // << ", phi = " << phi_ << ", mass = " << mass_ << " !!" - // << std::endl; - // assert(0); - // } - // std::cerr << "Warning: " << type_string - // << " declared for leg: Pt = " << pt_ << ", eta = " << eta_ - // << ", phi = " << phi_ << ", mass = " << mass_ << " !!" - // << std::endl; - // std::cerr << " (mass expected in the range = " << minVisMass << ".." - // << maxVisMass << ")" << std::endl; - // } if (preciseVisMass_ < minVisMass) preciseVisMass_ = minVisMass; if (preciseVisMass_ > maxVisMass) preciseVisMass_ = maxVisMass; initialize(); - // std::cout << " En = " << energy_ << ", Px = " << px_ << ", Py = " << py_ - // << ", Pz = " << pz_ << std::endl; } MeasuredTauLepton::MeasuredTauLepton(const MeasuredTauLepton &measuredTauLepton) From fd7128585d6dfa93201f56a763c26823b88915bb Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 16 Mar 2023 16:14:11 +0100 Subject: [PATCH 102/284] adapt generate script to new code_generation api --- .../unittest/generate_friends.py | 34 +++++-------------- 1 file changed, 8 insertions(+), 26 deletions(-) diff --git a/analysis_configurations/unittest/generate_friends.py b/analysis_configurations/unittest/generate_friends.py index d61ee282..d7179b2e 100644 --- a/analysis_configurations/unittest/generate_friends.py +++ b/analysis_configurations/unittest/generate_friends.py @@ -1,7 +1,5 @@ from os import path, makedirs import importlib -import logging -import logging.handlers from code_generation.code_generation import CodeGenerator from code_generation.friend_trees import FriendTreeConfiguration import inspect @@ -35,23 +33,6 @@ def run(args): era = args.era scopes = list(set([scope.lower() for scope in args.scopes])) - ## Setup Logging - root = logging.getLogger() - root.setLevel("INFO") - if args.debug == "true": - root.setLevel("DEBUG") - ## setup logging - if not path.exists("generation_logs"): - makedirs("generation_logs") - terminal_handler = logging.StreamHandler() - terminal_handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) - root.addHandler(terminal_handler) - handler = logging.handlers.WatchedFileHandler( - f"generation_logs/generation_{era}_{sample_group}.log", - "w", - ) - handler.setFormatter(logging.Formatter(logging.BASIC_FORMAT)) - root.addHandler(handler) ## load config configname = args.config config = importlib.import_module( @@ -59,11 +40,11 @@ def run(args): ) ## Setting up executables for scope in scopes: - root.info(f"Scope: {scope}") - root.info(f"Generating Friend code for {sample_group}...") - root.info(f"Configuration used: {config}") - root.info(f"Era: {era}") - root.info(f"Shifts: {shifts}") + args.logger.info(f"Scope: {scope}") + args.logger.info(f"Generating Friend code for {sample_group}...") + args.logger.info(f"Configuration used: {config}") + args.logger.info(f"Era: {era}") + args.logger.info(f"Shifts: {shifts}") code_generation_config = config.build_config( era, sample_group, @@ -80,7 +61,8 @@ def run(args): sub_template_path=args.subset_template, configuration=code_generation_config, executable_name=f"{configname}_{sample_group}_{era}_{scope}", - analysis_name=f"{analysis_name}_{configname}", + analysis_name=analysis_name, + config_name=configname, output_folder=args.output, threads=args.threads, ) @@ -90,7 +72,7 @@ def run(args): generator.generate_code() executable = generator.get_cmake_path() - logging.info(f"Executable: {executable}") + args.logger.info(f"Executable: {executable}") # append the executable name to the files.txt file # if the file does not exist, create it From d9d0029e90cc3097955840910b1659963029ab5e Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 16 Mar 2023 16:46:56 +0100 Subject: [PATCH 103/284] more verbose error message --- code_generation/friend_trees.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index e3e86925..82666ad1 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -146,9 +146,13 @@ def _readout_input_information( elif input_information.endswith(".json"): data = self._readout_input_json_file(input_information) else: - raise ConfigurationError( - f"Input information file {input_information} is not a json or root file" + error_message = f"\n Input information file {input_information} is not a json or root file \n" + error_message += ( + " Did you forget to specify the input information file? \n" ) + error_message += " The input information has to be a json file or a root file \n" + error_message += " and added to the cmake command via the -DQUANTITIESMAP=... option" + raise ConfigurationError(error_message) return data def _readout_input_root_file( From abc26fef60dcd777a685af39d1e328286824c743 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 15 Feb 2023 18:40:34 +0100 Subject: [PATCH 104/284] add functionality to go from tarball to the exact configuration + CROWN setup --- .gitignore | 1 + CMakeLists.txt | 1 + checks/get-diff.sh | 40 +++++++++++++++++++++++++++++ checks/setup_from_tarball.sh | 49 ++++++++++++++++++++++++++++++++++++ 4 files changed, 91 insertions(+) create mode 100755 checks/get-diff.sh create mode 100755 checks/setup_from_tarball.sh diff --git a/.gitignore b/.gitignore index 08e0afed..75ebcbed 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ # folders build/ +build*/ log/ logs/ # ignore all analysis in the config folder apart from the unittest and the template diff --git a/CMakeLists.txt b/CMakeLists.txt index c4b9f408..86ac76d1 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -344,6 +344,7 @@ foreach(FILENAME ${FILELIST}) LINK_FLAGS "-Wl,-rpath,$ORIGIN/lib") # Add install target, basically just copying the executable around relative to CMAKE_INSTALL_PREFIX install(TARGETS ${TARGET_NAME} DESTINATION ${INSTALLDIR}) + install(CODE "execute_process(COMMAND ${CMAKE_SOURCE_DIR}/checks/get-diff.sh ${CMAKE_SOURCE_DIR} ${ANALYSIS} ${INSTALLDIR}/diff )") endforeach() diff --git a/checks/get-diff.sh b/checks/get-diff.sh new file mode 100755 index 00000000..1e3bfc6f --- /dev/null +++ b/checks/get-diff.sh @@ -0,0 +1,40 @@ +#!/bin/bash + +basepath=$1 +analysis=$2 +resultfolder=$3 +# throw exception if args are not provided +if [ -z "$analysis" ] || [ -z "$basepath" ] || [ -z "$resultfolder" ]; then + echo "ERROR: analysis, basepath and resultfolder must be provided" + exit 1 +fi +# create the result folder if it does not exist +if [ ! -d "$resultfolder" ]; then + mkdir -p $resultfolder +fi +# go to the basepath +cd $basepath +base_diff=$resultfolder/base_diff.patch +commit_hash=$resultfolder/base_commit_hash.txt +touch $base_diff +for next in $(git ls-files --others --exclude-standard); do + git --no-pager diff --no-index /dev/null $next >> $base_diff; +done +git rev-parse HEAD > $commit_hash + +# cd into the analysis directory +analysispath=$basepath/analysis_configurations/$analysis +if [ -d "$analysispath" ]; then + cd $analysispath + analysis_diff=$resultfolder/analysis_diff.patch + analysis_commit=$resultfolder/analysis_commit_hash.txt + analysis_name=$resultfolder/analysis_name.txt + touch $analysis_diff + for next in $(git ls-files --others --exclude-standard); do + git --no-pager diff --no-index /dev/null $next >> $analysis_diff; + done + git rev-parse HEAD > $analysis_commit + echo $analysis > $analysis_name +else + analysiscommit="not_found" +fi diff --git a/checks/setup_from_tarball.sh b/checks/setup_from_tarball.sh new file mode 100755 index 00000000..4daa0005 --- /dev/null +++ b/checks/setup_from_tarball.sh @@ -0,0 +1,49 @@ +#!/bin/bash + +tarball=$1 +checkout_location=$2 +# check if tarball is provided +if [ -z "$tarball" ]; then + echo "ERROR: path to a tarball or an unpacked folder must be provided" + exit 1 +fi +# create the checkout location if it does not exist +if [ ! -d "$checkout_location" ]; then + mkdir -p $checkout_location +fi + +if [ -d "$tarball" ]; then + mkdir temp + cp -r $tarball temp/ + tarball=$(realpath temp/$tarball) +fi +# if tarball is a file, unpack it here +if [ -f "$tarball" ]; then + mkdir temp + tar -xzf $tarball -C temp/ + tarball=$(realpath temp/$tarball) +fi +# go to the checkout location +cd $checkout_location +echo "Using temporary tarball copy in $tarball" +# now read the commit hashes from the diff folder in the tarball +base_commit=$(cat $tarball/diff/base_commit_hash.txt) +analysis_commit=$(cat $tarball/diff/analysis_commit_hash.txt) +analysis_name=$(cat $tarball/diff/analysis_name.txt) + +# now checkout the base repository with the commit hash +git clone --recursive git@github.com:KIT-CMS/CROWN +cd CROWN +git checkout $base_commit +# now apply the base diff +git apply $tarball/diff/base_diff.patch +# now setup the analysis with the init script +bash init.sh $analysis_name +# now checkout the analysis repository with the commit hash +cd analysis_configurations/$analysis_name +git checkout $analysis_commit +# now apply the analysis diff +git apply $tarball/diff/analysis_diff.patch +# cleanup the temporary tarball +rm -rf $tarball +echo "Setup from tarball finished. You can now run the analysis." From 76e54169f8b73ecae4c86e1a63c6009206e78b06 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 15 Feb 2023 18:48:49 +0100 Subject: [PATCH 105/284] fix for tar.gz files --- checks/get-diff.sh | 10 +++++----- checks/setup_from_tarball.sh | 13 +++++++++---- 2 files changed, 14 insertions(+), 9 deletions(-) diff --git a/checks/get-diff.sh b/checks/get-diff.sh index 1e3bfc6f..82a5ca0c 100755 --- a/checks/get-diff.sh +++ b/checks/get-diff.sh @@ -18,9 +18,9 @@ base_diff=$resultfolder/base_diff.patch commit_hash=$resultfolder/base_commit_hash.txt touch $base_diff for next in $(git ls-files --others --exclude-standard); do - git --no-pager diff --no-index /dev/null $next >> $base_diff; + git --no-pager diff --no-index /dev/null $next >>$base_diff done -git rev-parse HEAD > $commit_hash +git rev-parse HEAD >$commit_hash # cd into the analysis directory analysispath=$basepath/analysis_configurations/$analysis @@ -31,10 +31,10 @@ if [ -d "$analysispath" ]; then analysis_name=$resultfolder/analysis_name.txt touch $analysis_diff for next in $(git ls-files --others --exclude-standard); do - git --no-pager diff --no-index /dev/null $next >> $analysis_diff; + git --no-pager diff --no-index /dev/null $next >>$analysis_diff done - git rev-parse HEAD > $analysis_commit - echo $analysis > $analysis_name + git rev-parse HEAD >$analysis_commit + echo $analysis >$analysis_name else analysiscommit="not_found" fi diff --git a/checks/setup_from_tarball.sh b/checks/setup_from_tarball.sh index 4daa0005..b82eb0d5 100755 --- a/checks/setup_from_tarball.sh +++ b/checks/setup_from_tarball.sh @@ -13,15 +13,18 @@ if [ ! -d "$checkout_location" ]; then fi if [ -d "$tarball" ]; then + echo "Using tarball folder $tarball" mkdir temp cp -r $tarball temp/ tarball=$(realpath temp/$tarball) -fi # if tarball is a file, unpack it here -if [ -f "$tarball" ]; then +elif [ -f "$tarball" ]; then + echo "Using tarball file $tarball" mkdir temp tar -xzf $tarball -C temp/ - tarball=$(realpath temp/$tarball) + tarball=$(realpath temp) +else + echo "ERROR: tarball must be a file or a folder" fi # go to the checkout location cd $checkout_location @@ -46,4 +49,6 @@ git checkout $analysis_commit git apply $tarball/diff/analysis_diff.patch # cleanup the temporary tarball rm -rf $tarball -echo "Setup from tarball finished. You can now run the analysis." +echo "**************************************************************" +echo "* Setup from tarball finished. You can now run the analysis *" +echo "**************************************************************" \ No newline at end of file From b46f6158af1cee9fbd92e2abf34729a7e0530bd5 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 17 Mar 2023 13:45:25 +0100 Subject: [PATCH 106/284] address comments --- checks/get-diff.sh | 32 ++++++++++++++++---------------- checks/setup_from_tarball.sh | 15 ++++++++------- 2 files changed, 24 insertions(+), 23 deletions(-) diff --git a/checks/get-diff.sh b/checks/get-diff.sh index 82a5ca0c..7b182027 100755 --- a/checks/get-diff.sh +++ b/checks/get-diff.sh @@ -1,21 +1,21 @@ #!/bin/bash -basepath=$1 +base_path=$1 analysis=$2 -resultfolder=$3 +result_dir=$3 # throw exception if args are not provided -if [ -z "$analysis" ] || [ -z "$basepath" ] || [ -z "$resultfolder" ]; then - echo "ERROR: analysis, basepath and resultfolder must be provided" +if [ -z "$analysis" ] || [ -z "$base_path" ] || [ -z "$result_dir" ]; then + echo "ERROR: analysis, base_path and result_dir must be provided" exit 1 fi # create the result folder if it does not exist -if [ ! -d "$resultfolder" ]; then - mkdir -p $resultfolder +if [ ! -d "$result_dir" ]; then + mkdir -p $result_dir fi -# go to the basepath -cd $basepath -base_diff=$resultfolder/base_diff.patch -commit_hash=$resultfolder/base_commit_hash.txt +# go to the base_path +cd $base_path +base_diff=$result_dir/base_diff.patch +commit_hash=$result_dir/base_commit_hash.txt touch $base_diff for next in $(git ls-files --others --exclude-standard); do git --no-pager diff --no-index /dev/null $next >>$base_diff @@ -23,12 +23,12 @@ done git rev-parse HEAD >$commit_hash # cd into the analysis directory -analysispath=$basepath/analysis_configurations/$analysis -if [ -d "$analysispath" ]; then - cd $analysispath - analysis_diff=$resultfolder/analysis_diff.patch - analysis_commit=$resultfolder/analysis_commit_hash.txt - analysis_name=$resultfolder/analysis_name.txt +analysis_path=$base_path/analysis_configurations/$analysis +if [ -d "$analysis_path" ]; then + cd $analysis_path + analysis_diff=$result_dir/analysis_diff.patch + analysis_commit=$result_dir/analysis_commit_hash.txt + analysis_name=$result_dir/analysis_name.txt touch $analysis_diff for next in $(git ls-files --others --exclude-standard); do git --no-pager diff --no-index /dev/null $next >>$analysis_diff diff --git a/checks/setup_from_tarball.sh b/checks/setup_from_tarball.sh index b82eb0d5..321d17d3 100755 --- a/checks/setup_from_tarball.sh +++ b/checks/setup_from_tarball.sh @@ -25,30 +25,31 @@ elif [ -f "$tarball" ]; then tarball=$(realpath temp) else echo "ERROR: tarball must be a file or a folder" + exit 1 fi # go to the checkout location cd $checkout_location echo "Using temporary tarball copy in $tarball" -# now read the commit hashes from the diff folder in the tarball +# read the commit hashes from the diff folder in the tarball base_commit=$(cat $tarball/diff/base_commit_hash.txt) analysis_commit=$(cat $tarball/diff/analysis_commit_hash.txt) analysis_name=$(cat $tarball/diff/analysis_name.txt) -# now checkout the base repository with the commit hash +# checkout the base repository with the commit hash git clone --recursive git@github.com:KIT-CMS/CROWN cd CROWN git checkout $base_commit -# now apply the base diff +# apply the base diff git apply $tarball/diff/base_diff.patch -# now setup the analysis with the init script +# setup the analysis with the init script bash init.sh $analysis_name -# now checkout the analysis repository with the commit hash +# checkout the analysis repository with the commit hash cd analysis_configurations/$analysis_name git checkout $analysis_commit -# now apply the analysis diff +# apply the analysis diff git apply $tarball/diff/analysis_diff.patch # cleanup the temporary tarball rm -rf $tarball echo "**************************************************************" echo "* Setup from tarball finished. You can now run the analysis *" -echo "**************************************************************" \ No newline at end of file +echo "**************************************************************" From fc997f363f304204682e5f87f6ec79d0792264a0 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 27 Mar 2023 15:41:03 +0200 Subject: [PATCH 107/284] function to generate a prescale column for a given trigger using an external JSON --- data/prescale/HLT_Mu20.json | 6257 +++++++++++++++++++++++++++++++++++ include/triggers.hxx | 9 +- src/triggers.cxx | 82 +- 3 files changed, 6346 insertions(+), 2 deletions(-) create mode 100644 data/prescale/HLT_Mu20.json diff --git a/data/prescale/HLT_Mu20.json b/data/prescale/HLT_Mu20.json new file mode 100644 index 00000000..a8139162 --- /dev/null +++ b/data/prescale/HLT_Mu20.json @@ -0,0 +1,6257 @@ +{ + "273158": { + "1": 20, + "17": 10, + "32": 20 + }, + "273302": { + "1": 20 + }, + "273402": { + "1": 0, + "10": 40, + "46": 60, + "59": 40, + 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0, + "22": 1050, + "181": 1050, + "368": 1050 + }, + "325097": { + "1": 0, + "32": 1050, + "40": 1050 + }, + "325098": { + "1": 1050 + }, + "325099": { + "1": 1050, + "106": 1050, + "328": 1050 + }, + "325100": { + "1": 1050, + "184": 1050 + }, + "325101": { + "1": 1050, + "245": 1050 + }, + "325110": { + "1": 1050, + "3": 1050 + }, + "325117": { + "1": 0, + "3": 1050 + }, + "325159": { + "1": 0, + "2": 1050, + "70": 1050, + "236": 1050 + }, + "325168": { + "1": 1050 + }, + "325169": { + "1": 1050 + }, + "325170": { + "1": 1050, + "197": 1050, + "222": 1050, + "333": 1050, + "703": 1050 + }, + "325172": { + "1": 0, + "4": 1050, + "353": 1050 + } +} diff --git a/include/triggers.hxx b/include/triggers.hxx index 26422ee1..907ca445 100644 --- a/include/triggers.hxx +++ b/include/triggers.hxx @@ -55,5 +55,12 @@ ROOT::RDF::RNode MatchDoubleTriggerObject( const int &p2_trigger_particle_id_cut, const int &p1_triggerbit_cut, const int &p2_triggerbit_cut, const float &DeltaR_threshold); +ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, + const std::string &prescale_columnname, + const std::string &hlt_columnname, + const std::string &run_columnname, + const std::string &lumiblock_columnname, + const std::string &prescale_json_file); + } // end namespace trigger -#endif /* GUARD_TRIGGERS_H */ \ No newline at end of file +#endif /* GUARD_TRIGGERS_H */ diff --git a/src/triggers.cxx b/src/triggers.cxx index 50a08c2e..822d3761 100644 --- a/src/triggers.cxx +++ b/src/triggers.cxx @@ -9,6 +9,8 @@ #include #include #include +#include +#include #include typedef std::bitset<30> IntBits; @@ -590,5 +592,83 @@ ROOT::RDF::RNode MatchSingleTriggerObject( return df1; } +/** + * @brief Function to generate a new column containing the prescale value for a + * trigger given run and lumiblock, read from an external JSON file + * + * @param df The input dataframe + * @param prescale_columnname name of the output column for the prescale value + * @param hlt_columnname name of the column for the HLT path + * @param run_columnname name of the column for the run number + * @param lumiblock_columnname name of the column for the lumiblock + * @param prescale_json_file relative path to the JSON containing the values + * @return a new dataframe containing the prescale column + */ + +ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, + const std::string &prescale_columnname, + const std::string &hlt_columnname, + const std::string &run_columnname, + const std::string &lumiblock_columnname, + const std::string &prescale_json_file) { + + Logger::get("prescale")->debug("reading json from {}", prescale_json_file); + std::ifstream i(prescale_json_file); + nlohmann::json prescale_json = nlohmann::json::parse(i); + + auto get_prescale = [prescale_json](const Bool_t hlt, const UInt_t run, + const UInt_t lumiblock) { + int prescale = 1; + + // Logger::get("prescale")->debug("run, lumi: {},{}", run, lumiblock); + + if (hlt == false) { + // Logger::get("prescale")->debug("no HLT hit, prescale value: {}", + // prescale); + prescale = -1; + return prescale; + } + + const std::string s_run = std::to_string(run); + + if (prescale_json.find(s_run) != prescale_json.end()) { + + Logger::get("prescale")->debug("found run in JSON ..."); + unsigned highest_lumi = 1; + + for (auto &[i_key, i_value] : prescale_json[s_run].items()) { + Logger::get("prescale") + ->debug("... checking lumi {}, prescale {} ...", + std::stoi(i_key), int(i_value)); + if (lumiblock > std::stoi(i_key)) { + if (std::stoi(i_key) >= highest_lumi) { + Logger::get("prescale") + ->debug("... assigning prescale value: {}", + prescale); + highest_lumi = std::stoi(i_key); + prescale = i_value; + } + } + } + + } else { + Logger::get("prescale") + ->debug( + "could not find run and lumi in JSON, prescale value: {}", + prescale); + prescale = -2; + return prescale; + } + + return prescale; + }; + + auto df1 = + df.Define(prescale_columnname, get_prescale, + {hlt_columnname, run_columnname, lumiblock_columnname}); + + return df1; +} + } // end namespace trigger -#endif /* GUARD_TRIGGERS_H */ \ No newline at end of file +#endif /* GUARD_TRIGGERS_H */ From 0dcba35270828ae56f409174429f52e136603b05 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 27 Mar 2023 15:48:05 +0200 Subject: [PATCH 108/284] slightly changing error values --- src/triggers.cxx | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/src/triggers.cxx b/src/triggers.cxx index 822d3761..b928d39e 100644 --- a/src/triggers.cxx +++ b/src/triggers.cxx @@ -618,14 +618,14 @@ ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, auto get_prescale = [prescale_json](const Bool_t hlt, const UInt_t run, const UInt_t lumiblock) { - int prescale = 1; + int prescale = -1; // Logger::get("prescale")->debug("run, lumi: {},{}", run, lumiblock); if (hlt == false) { // Logger::get("prescale")->debug("no HLT hit, prescale value: {}", // prescale); - prescale = -1; + prescale = -2; return prescale; } @@ -656,8 +656,7 @@ ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, ->debug( "could not find run and lumi in JSON, prescale value: {}", prescale); - prescale = -2; - return prescale; + prescale = -3; } return prescale; From 117a66e1f539dddfcca7aa05067caa147bac7ada Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Mon, 27 Mar 2023 16:00:04 +0200 Subject: [PATCH 109/284] better debug output --- src/triggers.cxx | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/triggers.cxx b/src/triggers.cxx index b928d39e..c0d102f4 100644 --- a/src/triggers.cxx +++ b/src/triggers.cxx @@ -623,9 +623,9 @@ ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, // Logger::get("prescale")->debug("run, lumi: {},{}", run, lumiblock); if (hlt == false) { - // Logger::get("prescale")->debug("no HLT hit, prescale value: {}", - // prescale); prescale = -2; + // Logger::get("prescale")->debug("no HLT hit, prescale value: + // {}",prescale); return prescale; } @@ -642,21 +642,21 @@ ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, std::stoi(i_key), int(i_value)); if (lumiblock > std::stoi(i_key)) { if (std::stoi(i_key) >= highest_lumi) { + highest_lumi = std::stoi(i_key); + prescale = i_value; Logger::get("prescale") ->debug("... assigning prescale value: {}", prescale); - highest_lumi = std::stoi(i_key); - prescale = i_value; } } } } else { + prescale = -3; Logger::get("prescale") ->debug( "could not find run and lumi in JSON, prescale value: {}", prescale); - prescale = -3; } return prescale; From 5164ced59ee3f0276b2624033907bdc6be6a5750 Mon Sep 17 00:00:00 2001 From: Nils Faltermann Date: Tue, 28 Mar 2023 14:12:40 +0200 Subject: [PATCH 110/284] not so real anymore... --- src/topreco.cxx | 3 --- 1 file changed, 3 deletions(-) diff --git a/src/topreco.cxx b/src/topreco.cxx index 68a6d04e..4d7154c1 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -404,8 +404,6 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, double nu_px = met_p4.Px(); double nu_py = met_p4.Py(); - bool solution_is_real; - Logger::get("wlep")->debug( "building wlep p4 from lepton with E: {} px: {} py: {} pz: {}", lep_e, lep_px, lep_py, lep_pz); @@ -626,7 +624,6 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, nu_p4.SetPxPyPzE( nu_px, nu_py, nu_pz, sqrt(nu_px * nu_px + nu_py * nu_py + nu_pz * nu_pz)); - solution_is_real = true; } wlep_p4 = lep_p4 + nu_p4; From a2fbfbffc4a69720d98a6d44f8b4a6b11bec9f47 Mon Sep 17 00:00:00 2001 From: Maximilian Burkart Date: Tue, 28 Feb 2023 18:19:22 +0100 Subject: [PATCH 111/284] Switch to full eta range instead of absolute values in application of electron SFs. Change reflects granularity of measurement now. --- src/scalefactors.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/scalefactors.cxx b/src/scalefactors.cxx index a628cef9..049aab14 100644 --- a/src/scalefactors.cxx +++ b/src/scalefactors.cxx @@ -1065,7 +1065,7 @@ ROOT::RDF::RNode electron_sf(ROOT::RDF::RNode df, const std::string &pt, pt, eta, correctiontype, extrapolation_factor); double sf = 1.; sf = extrapolation_factor * - evaluator->evaluate({pt, std::abs(eta), correctiontype}); + evaluator->evaluate({pt, eta, correctiontype}); Logger::get("EmbeddingElectronSF")->debug("sf {}", sf); return sf; }, From 71acc4549c07b91b3c5db62b83c651b7e4ba6e74 Mon Sep 17 00:00:00 2001 From: Maximilian Burkart Date: Tue, 28 Feb 2023 18:20:05 +0100 Subject: [PATCH 112/284] Add first version of electron and muon scale factors for 2017 --- data/embedding/electron_2017UL.json.gz | Bin 0 -> 44646 bytes data/embedding/muon_2017UL.json.gz | Bin 0 -> 281278 bytes 2 files changed, 0 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(#207) Co-authored-by: Sebastian Brommer --- include/triggers.hxx | 37 +++++ src/triggers.cxx | 364 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 401 insertions(+) diff --git a/include/triggers.hxx b/include/triggers.hxx index 907ca445..d9d254f0 100644 --- a/include/triggers.hxx +++ b/include/triggers.hxx @@ -62,5 +62,42 @@ ROOT::RDF::RNode GetPrescaleValues(ROOT::RDF::RNode df, const std::string &lumiblock_columnname, const std::string &prescale_json_file); +namespace tagandprobe { + +bool matchParticle(const ROOT::Math::PtEtaPhiMVector &particle, + ROOT::RVec &triggerobject_pts, + ROOT::RVec &triggerobject_etas, + ROOT::RVec &triggerobject_phis, + ROOT::RVec &triggerobject_bits, + ROOT::RVec &triggerobject_ids, const float &matchDeltaR, + const float &pt_cut, const float &eta_cut, + const int &trigger_particle_id_cut, + const int &triggerbit_cut, + const float &trigger_particle_pt_cut); + +ROOT::RDF::RNode GenerateSingleTriggerFlag( + ROOT::RDF::RNode df, const std::string &triggerflag_name, + const std::string &particle_p4, const std::string &triggerobject_bits, + const std::string &triggerobject_id, const std::string &triggerobject_pt, + const std::string &triggerobject_eta, const std::string &triggerobject_phi, + const std::string &hltpath, const float &pt_cut, const float &eta_cut, + const int &trigger_particle_id_cut, const int &triggerbit_cut, + const float &DeltaR_threshold, const float &trigger_particle_pt_cut); + +ROOT::RDF::RNode GenerateDoubleTriggerFlag( + ROOT::RDF::RNode df, const std::string &triggerflag_name, + const std::string &particle1_p4, const std::string &particle2_p4, + const std::string &triggerobject_bits, const std::string &triggerobject_id, + const std::string &triggerobject_pt, const std::string &triggerobject_eta, + const std::string &triggerobject_phi, const std::string &hltpath, + const float &p1_pt_cut, const float &p2_pt_cut, const float &p1_eta_cut, + const float &p2_eta_cut, const int &p1_trigger_particle_id_cut, + const int &p2_trigger_particle_id_cut, const int &p1_triggerbit_cut, + const int &p2_triggerbit_cut, const float &DeltaR_threshold, + const float &p1_trigger_particle_pt_cut, + const float &p2_trigger_particle_pt_cut); + +} // end namespace tagandprobe + } // end namespace trigger #endif /* GUARD_TRIGGERS_H */ diff --git a/src/triggers.cxx b/src/triggers.cxx index c0d102f4..26c27137 100644 --- a/src/triggers.cxx +++ b/src/triggers.cxx @@ -592,6 +592,370 @@ ROOT::RDF::RNode MatchSingleTriggerObject( return df1; } +namespace tagandprobe { +/** + * @brief Function used to try and match a object with a trigger object. An +object is successfully matched, if they overlap within the given deltaR cone +(matchDeltaR), the pt and eta thresholds are met, and the triggerobject id and +the triggerobject bit are set to the correct value. Additionally, a threshold +on the pT of the trigger object is enforced. + +For the trigger objects, two additional quantities are stored, the id of the +particle and some further information on the trigger path encoded in a bitmap. +More information on the triggerobject IDs and the information encoded in the +bitmap is given in the description of the same function in the trigger +namespace. + * @param particle the `ROOT::Math::PtEtaPhiMVector` vector of the object to +match + * @param triggerobject_pts `ROOT::RVec` of trigger object pts + * @param triggerobject_etas `ROOT::RVec` of trigger object etas + * @param triggerobject_phis `ROOT::RVec` of trigger object phis + * @param triggerobject_bits `ROOT::RVec` of trigger object bits. +Depending on the trigger object id, this bitmap has a different meaning as +listed in th table above. + * @param triggerobject_ids `ROOT::RVec` of trigger object ids. The ID +encoding is explained above. + * @param matchDeltaR The maximum deltaR value used for the match + * @param pt_cut pt cut value on the selected particle pt + * @param eta_cut eta cut value on the selected particle eta + * @param trigger_particle_id_cut the triggerobject id required + * @param triggerbit_cut the triggerobject filter bit position required + * @param trigger_particle_pt_cut the pT threshold enforced on the trigger +object + * @return true, if all criteria are met, false otherwise + */ + +bool matchParticle(const ROOT::Math::PtEtaPhiMVector &particle, + ROOT::RVec &triggerobject_pts, + ROOT::RVec &triggerobject_etas, + ROOT::RVec &triggerobject_phis, + ROOT::RVec &triggerobject_bits, + ROOT::RVec &triggerobject_ids, const float &matchDeltaR, + const float &pt_cut, const float &eta_cut, + const int &trigger_particle_id_cut, + const int &triggerbit_cut, + const float &trigger_particle_pt_cut) { + Logger::get("CheckTriggerMatch")->debug("Checking Triggerobjects"); + Logger::get("CheckTriggerMatch") + ->debug("Total number of triggerobjects: {}", triggerobject_pts.size()); + for (std::size_t idx = 0; idx < triggerobject_pts.size(); ++idx) { + Logger::get("CheckTriggerMatch")->debug("Triggerobject Nr. {}", idx); + Logger::get("CheckTriggerMatch") + ->debug("bit Value: {}", IntBits(triggerobject_bits[idx])); + Logger::get("CheckTriggerMatch") + ->debug("bit Value: {}", triggerobject_bits[idx]); + auto triggerobject = ROOT::Math::RhoEtaPhiVectorF( + 0, triggerobject_etas[idx], triggerobject_phis[idx]); + // We check the deltaR match as well as that the pt and eta of the + // triggerobject are above the given thresholds + bool deltaR = ROOT::Math::VectorUtil::DeltaR(triggerobject, particle) < + matchDeltaR; + // if we don't want to do any matching here, the triggerbut_cut value is + // -1 + Logger::get("CheckTriggerMatch") + ->debug("bit Value: {}", triggerobject_bits[idx]); + bool bit = (triggerbit_cut == -1) || + (IntBits(triggerobject_bits[idx]).test(triggerbit_cut)); + bool id = triggerobject_ids[idx] == trigger_particle_id_cut; + bool pt = particle.pt() > pt_cut; + bool eta = abs(particle.eta()) < eta_cut; + bool trigger_particle_pt = + (trigger_particle_pt_cut < 0.) || + (triggerobject_pts[idx] > trigger_particle_pt_cut); + Logger::get("CheckTriggerMatch") + ->debug("-------------------------------------------------------"); + Logger::get("CheckTriggerMatch")->debug("deltaR Check: {}", deltaR); + Logger::get("CheckTriggerMatch") + ->debug("deltaR Value: {}", + ROOT::Math::VectorUtil::DeltaR(triggerobject, particle)); + Logger::get("CheckTriggerMatch")->debug("id Check: {}", id); + Logger::get("CheckTriggerMatch") + ->debug("id Value: {}", triggerobject_ids[idx]); + Logger::get("CheckTriggerMatch")->debug("bit Check: {}", bit); + Logger::get("CheckTriggerMatch") + ->debug("bit Value: {}", IntBits(triggerobject_bits[idx])); + Logger::get("CheckTriggerMatch")->debug("pt Check: {}", pt); + Logger::get("CheckTriggerMatch") + ->debug("pt Value: {}", triggerobject_pts[idx]); + Logger::get("CheckTriggerMatch")->debug("eta Check: {}", eta); + Logger::get("CheckTriggerMatch") + ->debug("eta Value: {}", triggerobject_etas[idx]); + Logger::get("CheckTriggerMatch") + ->debug("-------------------------------------------------------"); + if (deltaR && bit && id && pt && eta && trigger_particle_pt) { + // remove the matching object from the object vectors so it cant be + // matched by the next particle as well (if there is one) + triggerobject_ids.erase(triggerobject_ids.begin() + idx); + triggerobject_bits.erase(triggerobject_bits.begin() + idx); + triggerobject_pts.erase(triggerobject_pts.begin() + idx); + triggerobject_etas.erase(triggerobject_etas.begin() + idx); + triggerobject_phis.erase(triggerobject_phis.begin() + idx); + return true; + } + } + return false; +}; +/** + * @brief Function to generate a trigger flag based on an hlt path and trigger + * object matching for the given object. This relies on the + * trigger::tagandprobe::matchParticle function which does the matching test. + * + * @param df The input dataframe + * @param triggerflag_name name of the output flag + * @param particle_p4 `ROOT::Math::PtEtaPhiMVector` of the object to be checked + * @param triggerobject_bits name of the trigger object bits column in the + * inputfile + * @param triggerobject_id name of the trigger object id column in the inputfile + * @param triggerobject_pt name of the trigger object pt column in the inputfile + * @param triggerobject_eta name of the trigger object eta column in the + * inputfile + * @param triggerobject_phi name of the trigger object phi column in the + * inputfile + * @param hltpath name of the hlt path to be checked, this can be a valid regex. + * If more than one matching HLT path is found, the function will throw an + * exception, if no matching HLT path is found, the function will return a + * dataframe with a flag of false for all entries + * @param pt_cut minimal pt value for the selected particle + * @param eta_cut maximal pt value for the selected particle + * @param trigger_particle_id_cut trigger id value the triggerobject has to + * match (details can be found in the documentation of trigger::matchParticle) + * @param triggerbit_cut trigger bit value the triggerobject has to match + * (details can be found in the documentation of trigger::matchParticle) + * @param DeltaR_threshold maximal value for the deltaR between the + * triggerobject and the input object to consider a match + * @param trigger_particle_pt_cut minimal pt value for the triggerobject + * @return a new dataframe containing the trigger flag column + */ + +ROOT::RDF::RNode GenerateSingleTriggerFlag( + ROOT::RDF::RNode df, const std::string &triggerflag_name, + const std::string &particle_p4, const std::string &triggerobject_bits, + const std::string &triggerobject_id, const std::string &triggerobject_pt, + const std::string &triggerobject_eta, const std::string &triggerobject_phi, + const std::string &hltpath, const float &pt_cut, const float &eta_cut, + const int &trigger_particle_id_cut, const int &triggerbit_cut, + const float &DeltaR_threshold, const float &trigger_particle_pt_cut) { + + auto triggermatch = + [DeltaR_threshold, pt_cut, eta_cut, trigger_particle_id_cut, + triggerbit_cut, trigger_particle_pt_cut]( + bool hltpath, const ROOT::Math::PtEtaPhiMVector &particle_p4, + ROOT::RVec triggerobject_bits, + ROOT::RVec triggerobject_ids, + ROOT::RVec triggerobject_pts, + ROOT::RVec triggerobject_etas, + ROOT::RVec triggerobject_phis) { + Logger::get("GenerateSingleTriggerFlag")->debug("Checking Trigger"); + bool result = false; + bool match_result = false; + if (hltpath) { + Logger::get("CheckTriggerMatch") + ->debug("Checking Triggerobject match with particles ...."); + match_result = matchParticle( + particle_p4, triggerobject_pts, triggerobject_etas, + triggerobject_phis, triggerobject_bits, triggerobject_ids, + DeltaR_threshold, pt_cut, eta_cut, trigger_particle_id_cut, + triggerbit_cut, trigger_particle_pt_cut); + } + result = hltpath & match_result; + Logger::get("GenerateSingleTriggerFlag") + ->debug("---> HLT Match: {}", hltpath); + Logger::get("GenerateSingleTriggerFlag") + ->debug("---> Total Match: {}", match_result); + Logger::get("GenerateSingleTriggerFlag") + ->debug("--->>>> result: {}", result); + return result; + }; + auto available_trigger = df.GetColumnNames(); + std::vector matched_trigger_names; + std::regex hltpath_regex = std::regex(hltpath); + // loop over all available trigger names and check if the hltpath is + // matching any of them + for (auto &trigger : available_trigger) { + if (std::regex_match(trigger, hltpath_regex)) { + Logger::get("GenerateSingleTriggerFlag") + ->debug("Found matching trigger: {}", trigger); + matched_trigger_names.push_back(trigger); + } + } + // if no matching trigger was found return the initial dataframe + if (matched_trigger_names.size() == 0) { + Logger::get("GenerateSingleTriggerFlag") + ->info("No matching trigger for {} found, returning false for " + "trigger flag {}", + hltpath, triggerflag_name); + auto df1 = df.Define(triggerflag_name, []() { return false; }); + return df1; + } else if (matched_trigger_names.size() > 1) { + Logger::get("GenerateSingleTriggerFlag") + ->debug( + "More than one matching trigger found, not implemented yet"); + throw std::invalid_argument( + "received too many matching trigger paths, not implemented yet"); + } else { + Logger::get("GenerateSingleTriggerFlag") + ->debug("Found matching trigger: {}", matched_trigger_names[0]); + auto df1 = + df.Define(triggerflag_name, triggermatch, + {matched_trigger_names[0], particle_p4, + triggerobject_bits, triggerobject_id, triggerobject_pt, + triggerobject_eta, triggerobject_phi}); + return df1; + } +} +/** + * @brief Function to generate a trigger flag based on an hlt path and trigger + * object matching for the given object. This relies on the + * trigger::matchParticle function which does the matching test. The + * implementation is similar to the trigger::GenerateSingleTriggerFlag function, + * but here two objects have to be matched for a passing flag. + * + * @param df The input dataframe + * @param triggerflag_name name of the output flag + * @param particle1_p4 `ROOT::Math::PtEtaPhiMVector` of the first object to be + * checked + * @param particle2_p4 `ROOT::Math::PtEtaPhiMVector` of the second object to be + * checked + * @param triggerobject_bits name of the trigger object bits column in the + * inputfile + * @param triggerobject_id name of the trigger object id column in the inputfile + * @param triggerobject_pt name of the trigger object pt column in the inputfile + * @param triggerobject_eta name of the trigger object eta column in the + * inputfile + * @param triggerobject_phi name of the trigger object phi column in the + * inputfile + * @param hltpath name of the hlt path to be checked, this can be a valid regex. + * If more than one matching HLT path is found, the function will throw an + * exception, if no matching HLT path is found, the function will return a + * dataframe with a flag of false for all entries + * @param p1_pt_cut minimal pt value for the triggerobject matching the first + * object + * @param p2_pt_cut minimal pt value for the triggerobject matching the second + * object + * @param p1_eta_cut maximal pt value for the triggerobject matching the first + * object + * @param p2_eta_cut maximal pt value for the triggerobject matching the second + * object + * @param p1_trigger_particle_id_cut trigger id value the triggerobject matching + * the first object has to match (details can be found in the documentation of + * trigger::matchParticle) + * @param p2_trigger_particle_id_cut trigger id value the triggerobject matching + * the second object has to match (details can be found in the documentation of + * trigger::matchParticle) + * @param p1_triggerbit_cut trigger bit value the triggerobject matching the + * first object has to match (details can be found in the documentation of + * trigger::matchParticle) + * @param p2_triggerbit_cut trigger bit value the triggerobject matching the + * second object has to match (details can be found in the documentation of + * trigger::matchParticle) + * @param DeltaR_threshold maximal value for the deltaR between the + * triggerobject and the input object to consider a match + * @param p1_trigger_particle_pt_cut minimal value of the pT of the trigger + * object matching the first object + * @param p2_trigger_particle_pt_cut minimal value of the pT of the trigger + * object matching the second object + * @return a new dataframe containing the trigger flag column + * + */ + +ROOT::RDF::RNode GenerateDoubleTriggerFlag( + ROOT::RDF::RNode df, const std::string &triggerflag_name, + const std::string &particle1_p4, const std::string &particle2_p4, + const std::string &triggerobject_bits, const std::string &triggerobject_id, + const std::string &triggerobject_pt, const std::string &triggerobject_eta, + const std::string &triggerobject_phi, const std::string &hltpath, + const float &p1_pt_cut, const float &p2_pt_cut, const float &p1_eta_cut, + const float &p2_eta_cut, const int &p1_trigger_particle_id_cut, + const int &p2_trigger_particle_id_cut, const int &p1_triggerbit_cut, + const int &p2_triggerbit_cut, const float &DeltaR_threshold, + const float &p1_trigger_particle_pt_cut, + const float &p2_trigger_particle_pt_cut) { + + auto triggermatch = [DeltaR_threshold, p1_pt_cut, p2_pt_cut, p1_eta_cut, + p2_eta_cut, p1_trigger_particle_id_cut, + p2_trigger_particle_id_cut, p1_triggerbit_cut, + p2_triggerbit_cut, p1_trigger_particle_pt_cut, + p2_trigger_particle_pt_cut]( + bool hltpath, + const ROOT::Math::PtEtaPhiMVector &particle1_p4, + const ROOT::Math::PtEtaPhiMVector &particle2_p4, + ROOT::RVec triggerobject_bits, + ROOT::RVec triggerobject_ids, + ROOT::RVec triggerobject_pts, + ROOT::RVec triggerobject_etas, + ROOT::RVec triggerobject_phis) { + Logger::get("GenerateDoubleTriggerFlag")->debug("Checking Trigger"); + bool result = false; + bool match_result_p1 = false; + bool match_result_p2 = false; + if (hltpath) { + Logger::get("GenerateDoubleTriggerFlag") + ->debug("Checking Triggerobject match with particles ...."); + Logger::get("GenerateDoubleTriggerFlag")->debug("First particle"); + match_result_p1 = matchParticle( + particle1_p4, triggerobject_pts, triggerobject_etas, + triggerobject_phis, triggerobject_bits, triggerobject_ids, + DeltaR_threshold, p1_pt_cut, p1_eta_cut, + p1_trigger_particle_id_cut, p1_triggerbit_cut, + p1_trigger_particle_pt_cut); + Logger::get("GenerateDoubleTriggerFlag")->debug("Second particle"); + match_result_p2 = matchParticle( + particle2_p4, triggerobject_pts, triggerobject_etas, + triggerobject_phis, triggerobject_bits, triggerobject_ids, + DeltaR_threshold, p2_pt_cut, p2_eta_cut, + p2_trigger_particle_id_cut, p2_triggerbit_cut, + p2_trigger_particle_pt_cut); + } + result = hltpath & match_result_p1 & match_result_p2; + Logger::get("GenerateDoubleTriggerFlag") + ->debug("---> HLT Match: {}", hltpath); + Logger::get("GenerateDoubleTriggerFlag") + ->debug("---> Total Match P1: {}", match_result_p1); + Logger::get("GenerateDoubleTriggerFlag") + ->debug("---> Total Match P2: {}", match_result_p2); + Logger::get("GenerateDoubleTriggerFlag") + ->debug("--->>>> result: {}", result); + return result; + }; + auto available_trigger = df.GetColumnNames(); + std::vector matched_trigger_names; + std::regex hltpath_regex = std::regex(hltpath); + // loop over all available trigger names and check if the hltpath is + // matching any of them + for (auto &trigger : available_trigger) { + if (std::regex_match(trigger, hltpath_regex)) { + Logger::get("GenerateDoubleTriggerFlag") + ->debug("Found matching trigger: {}", trigger); + matched_trigger_names.push_back(trigger); + } + } + // if no matching trigger was found return the initial dataframe + if (matched_trigger_names.size() == 0) { + Logger::get("GenerateDoubleTriggerFlag") + ->info("No matching trigger for {} found, returning false for " + "trigger flag {}", + hltpath, triggerflag_name); + auto df1 = df.Define(triggerflag_name, []() { return false; }); + return df1; + } else if (matched_trigger_names.size() > 1) { + Logger::get("GenerateDoubleTriggerFlag") + ->debug( + "More than one matching trigger found, not implemented yet"); + throw std::invalid_argument( + "received too many matching trigger paths, not implemented yet"); + } else { + Logger::get("GenerateDoubleTriggerFlag") + ->debug("Found matching trigger: {}", matched_trigger_names[0]); + auto df1 = + df.Define(triggerflag_name, triggermatch, + {matched_trigger_names[0], particle1_p4, particle2_p4, + triggerobject_bits, triggerobject_id, triggerobject_pt, + triggerobject_eta, triggerobject_phi}); + return df1; + } +} + +} // end namespace tagandprobe /** * @brief Function to generate a new column containing the prescale value for a * trigger given run and lumiblock, read from an external JSON file From 55feee309c932a125b748de53a990285dd4b4a39 Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Thu, 30 Mar 2023 08:38:55 +0200 Subject: [PATCH 115/284] some small fake factor adjustments --- include/fakefactors.hxx | 2 +- src/{fake_factors.cxx => fakefactors.cxx} | 22 +++++++++++++++------- 2 files changed, 16 insertions(+), 8 deletions(-) rename src/{fake_factors.cxx => fakefactors.cxx} (89%) diff --git a/include/fakefactors.hxx b/include/fakefactors.hxx index 8d18c9df..a6a79dd9 100644 --- a/include/fakefactors.hxx +++ b/include/fakefactors.hxx @@ -11,7 +11,7 @@ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &out const std::string &tau_pt, const std::string &njets, const std::string &lep_mt, const std::string &nbtags, const std::string &lep_pt, const std::string &lep_iso, - const std::string &variation, + const std::string &m_vis, const std::string &variation, const std::string &ff_file, const std::string &ff_corr_file); } // namespace fakefactors #endif /* GUARDFAKEFACTORS_H */ \ No newline at end of file diff --git a/src/fake_factors.cxx b/src/fakefactors.cxx similarity index 89% rename from src/fake_factors.cxx rename to src/fakefactors.cxx index 99d44159..7f35c2e2 100644 --- a/src/fake_factors.cxx +++ b/src/fakefactors.cxx @@ -2,11 +2,8 @@ #define GUARDFAKEFACTORS_H /// The namespace that contains the fake factor function. #include "../include/utility/Logger.hxx" -// #include "ROOT/RDFHelpers.hxx" #include "ROOT/RDataFrame.hxx" #include "correction.h" -// #include -// #include namespace fakefactors { @@ -85,6 +82,7 @@ ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string /// \param nbtags number of good b-tagged jets in the event /// \param lep_pt pt of the leptonic tau in the tau pair /// \param lep_iso isolation of the leptonic tau in the tau pair +/// \param m_vis visible mass of the tau pair /// \param variation name of the uncertainty variation or nominal /// \param ff_file correctionlib json file with the fake factors /// \param ff_corr_file correctionlib json file with corrections for the fake factors @@ -94,12 +92,13 @@ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &out const std::string &tau_pt, const std::string &njets, const std::string &lep_mt, const std::string &nbtags, const std::string &lep_pt, const std::string &lep_iso, - const std::string &variation, + const std::string &m_vis, const std::string &variation, const std::string &ff_file, const std::string &ff_corr_file) { auto calc_fake_factor = [variation, ff_file, ff_corr_file] (const float &pt_2, const int &njets, const float &mt_1, const int &nbtag, - const float &pt_1, const float &iso_1) { + const float &pt_1, const float &iso_1, + const float &m_vis) { Logger::get("FakeFactor")->debug( "Setting up functions for fake factor evaluation with correctionlib"); Logger::get("FakeFactor")->debug("Variation - Name {}", variation); @@ -116,8 +115,12 @@ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &out correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_non_closure_lep_pt_correction"); auto qcd_lep_iso_closure = correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_non_closure_lep_iso_correction"); + auto qcd_DR_SR = + correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_DR_SR_correction"); auto wjets_lep_pt_closure = correction::CorrectionSet::from_file(ff_corr_file)->at("Wjets_non_closure_lep_pt_correction"); + auto wjets_DR_SR = + correction::CorrectionSet::from_file(ff_corr_file)->at("Wjets_DR_SR_correction"); auto ttbar_lep_pt_closure = correction::CorrectionSet::from_file(ff_corr_file)->at("ttbar_non_closure_lep_pt_correction"); @@ -145,17 +148,22 @@ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &out Logger::get("FakeFactor")->debug("Lep pt - value {}", pt_1); Logger::get("FakeFactor")->debug("Lep iso - value {}", iso_1); + Logger::get("FakeFactor")->debug("m_vis - value {}", m_vis); float qcd_lep_pt_corr = qcd_lep_pt_closure->evaluate({pt_1, variation}); Logger::get("FakeFactor")->debug("QCD - lep pt correction {}", qcd_lep_pt_corr); float qcd_lep_iso_corr = qcd_lep_iso_closure->evaluate({iso_1, variation}); Logger::get("FakeFactor")->debug("QCD - lep iso correction {}", qcd_lep_iso_corr); + float qcd_DR_SR_corr = qcd_DR_SR->evaluate({m_vis, variation}); + Logger::get("FakeFactor")->debug("QCD - DR to SR correction {}", qcd_DR_SR_corr); float wjets_lep_pt_corr = wjets_lep_pt_closure->evaluate({pt_1, variation}); Logger::get("FakeFactor")->debug("Wjets - lep pt correction {}", wjets_lep_pt_corr); + float wjets_DR_SR_corr = wjets_DR_SR->evaluate({m_vis, variation}); + Logger::get("FakeFactor")->debug("Wjets - DR to SR correction {}", wjets_DR_SR_corr); float ttbar_lep_pt_corr = ttbar_lep_pt_closure->evaluate({pt_1, variation}); Logger::get("FakeFactor")->debug("ttbar - lep pt correction {}", ttbar_lep_pt_corr); - ff = qcd_frac*qcd_ff*qcd_lep_pt_corr*qcd_lep_iso_corr + wjets_frac*wjets_ff*wjets_lep_pt_corr + ttbar_frac*ttbar_ff*ttbar_lep_pt_corr; + ff = qcd_frac*qcd_ff*qcd_lep_pt_corr*qcd_lep_iso_corr*qcd_DR_SR_corr + wjets_frac*wjets_ff*wjets_lep_pt_corr*wjets_DR_SR_corr + ttbar_frac*ttbar_ff*ttbar_lep_pt_corr; } Logger::get("FakeFactor")->debug("Event Fake Factor {}", ff); @@ -163,7 +171,7 @@ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &out }; auto df1 = df.Define( outputname, calc_fake_factor, - {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso}); + {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso, m_vis}); return df1; } From 9386b490f854027aa962126b03178426ad56913d Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Thu, 30 Mar 2023 08:55:20 +0200 Subject: [PATCH 116/284] clang-format --- include/fakefactors.hxx | 24 ++--- src/fakefactors.cxx | 189 +++++++++++++++++++++++----------------- 2 files changed, 125 insertions(+), 88 deletions(-) diff --git a/include/fakefactors.hxx b/include/fakefactors.hxx index a6a79dd9..0c00bd52 100644 --- a/include/fakefactors.hxx +++ b/include/fakefactors.hxx @@ -3,15 +3,19 @@ namespace fakefactors { -ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &tau_pt, const std::string &njets, - const std::string &lep_mt, const std::string &nbtags, - const std::string &variation, const std::string &ff_file); -ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &tau_pt, const std::string &njets, - const std::string &lep_mt, const std::string &nbtags, - const std::string &lep_pt, const std::string &lep_iso, - const std::string &m_vis, const std::string &variation, - const std::string &ff_file, const std::string &ff_corr_file); +ROOT::RDF::RNode +raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &variation, + const std::string &ff_file); +ROOT::RDF::RNode +fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &lep_pt, const std::string &lep_iso, + const std::string &m_vis, const std::string &variation, + const std::string &ff_file, + const std::string &ff_corr_file); } // namespace fakefactors #endif /* GUARDFAKEFACTORS_H */ \ No newline at end of file diff --git a/src/fakefactors.cxx b/src/fakefactors.cxx index 7f35c2e2..df7eaafe 100644 --- a/src/fakefactors.cxx +++ b/src/fakefactors.cxx @@ -7,7 +7,8 @@ namespace fakefactors { -/// Function to calculate raw fake factors without corrections with correctionlib +/// Function to calculate raw fake factors without corrections with +/// correctionlib /// /// \param df the dataframe to add the quantity to /// \param outputname name of the output column for the fake factor @@ -19,24 +20,27 @@ namespace fakefactors { /// \param ff_file correctionlib json file with the fake factors /// /// \returns a dataframe with the fake factors -ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &tau_pt, const std::string &njets, - const std::string &lep_mt, const std::string &nbtags, - const std::string &variation, const std::string &ff_file) { - auto calc_fake_factor = [variation, ff_file] - (const float &pt_2, const int &njets, - const float &mt_1, const int &nbtag) { - Logger::get("RawFakeFactor")->debug( - "Setting up functions for raw fake factor (without corrections) evaluation with correctionlib"); +ROOT::RDF::RNode +raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &variation, + const std::string &ff_file) { + auto calc_fake_factor = [variation, + ff_file](const float &pt_2, const int &njets, + const float &mt_1, const int &nbtag) { + Logger::get("RawFakeFactor") + ->debug("Setting up functions for raw fake factor (without " + "corrections) evaluation with correctionlib"); Logger::get("RawFakeFactor")->debug("Variation - Name {}", variation); - auto qcd = - correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); - auto wjets = - correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); - auto ttbar = - correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); - auto fractions = - correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + auto qcd = correction::CorrectionSet::from_file(ff_file)->at( + "QCD_fake_factors"); + auto wjets = correction::CorrectionSet::from_file(ff_file)->at( + "Wjets_fake_factors"); + auto ttbar = correction::CorrectionSet::from_file(ff_file)->at( + "ttbar_fake_factors"); + auto fractions = correction::CorrectionSet::from_file(ff_file)->at( + "process_fractions"); float ff = -1.; if (pt_2 >= 0.) { @@ -53,26 +57,31 @@ ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string Logger::get("RawFakeFactor")->debug("Lep mt - value {}", mt_1); Logger::get("RawFakeFactor")->debug("N b-jets - value {}", nbtag); - float qcd_frac = fractions->evaluate({"QCD", mt_1, (float)nbtag, variation}); + float qcd_frac = + fractions->evaluate({"QCD", mt_1, (float)nbtag, variation}); Logger::get("RawFakeFactor")->debug("QCD - fraction {}", qcd_frac); - float wjets_frac = fractions->evaluate({"Wjets", mt_1, (float)nbtag, variation}); - Logger::get("RawFakeFactor")->debug("Wjets - fraction {}", wjets_frac); - float ttbar_frac = fractions->evaluate({"ttbar", mt_1, (float)nbtag, variation}); - Logger::get("RawFakeFactor")->debug("ttbar - fraction {}", ttbar_frac); - - ff = qcd_frac*qcd_ff + wjets_frac*wjets_ff + ttbar_frac*ttbar_ff; + float wjets_frac = + fractions->evaluate({"Wjets", mt_1, (float)nbtag, variation}); + Logger::get("RawFakeFactor") + ->debug("Wjets - fraction {}", wjets_frac); + float ttbar_frac = + fractions->evaluate({"ttbar", mt_1, (float)nbtag, variation}); + Logger::get("RawFakeFactor") + ->debug("ttbar - fraction {}", ttbar_frac); + + ff = qcd_frac * qcd_ff + wjets_frac * wjets_ff + + ttbar_frac * ttbar_ff; } - + Logger::get("RawFakeFactor")->debug("Event Fake Factor {}", ff); return ff; }; - auto df1 = df.Define( - outputname, calc_fake_factor, - {tau_pt, njets, lep_mt, nbtags}); + auto df1 = df.Define(outputname, calc_fake_factor, + {tau_pt, njets, lep_mt, nbtags}); return df1; } -/// Function to calculate fake factors with correctionlib +/// Function to calculate fake factors with correctionlib /// /// \param df the dataframe to add the quantity to /// \param outputname name of the output column for the fake factor @@ -85,44 +94,52 @@ ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string /// \param m_vis visible mass of the tau pair /// \param variation name of the uncertainty variation or nominal /// \param ff_file correctionlib json file with the fake factors -/// \param ff_corr_file correctionlib json file with corrections for the fake factors +/// \param ff_corr_file correctionlib json file with corrections for the fake +/// factors /// /// \returns a dataframe with the fake factors -ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &tau_pt, const std::string &njets, - const std::string &lep_mt, const std::string &nbtags, - const std::string &lep_pt, const std::string &lep_iso, - const std::string &m_vis, const std::string &variation, - const std::string &ff_file, const std::string &ff_corr_file) { - auto calc_fake_factor = [variation, ff_file, ff_corr_file] - (const float &pt_2, const int &njets, - const float &mt_1, const int &nbtag, - const float &pt_1, const float &iso_1, - const float &m_vis) { - Logger::get("FakeFactor")->debug( - "Setting up functions for fake factor evaluation with correctionlib"); +ROOT::RDF::RNode +fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &nbtags, + const std::string &lep_pt, const std::string &lep_iso, + const std::string &m_vis, const std::string &variation, + const std::string &ff_file, + const std::string &ff_corr_file) { + auto calc_fake_factor = [variation, ff_file, ff_corr_file]( + const float &pt_2, const int &njets, + const float &mt_1, const int &nbtag, + const float &pt_1, const float &iso_1, + const float &m_vis) { + Logger::get("FakeFactor") + ->debug("Setting up functions for fake factor evaluation with " + "correctionlib"); Logger::get("FakeFactor")->debug("Variation - Name {}", variation); - auto qcd = - correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); - auto wjets = - correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); - auto ttbar = - correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); - auto fractions = - correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + auto qcd = correction::CorrectionSet::from_file(ff_file)->at( + "QCD_fake_factors"); + auto wjets = correction::CorrectionSet::from_file(ff_file)->at( + "Wjets_fake_factors"); + auto ttbar = correction::CorrectionSet::from_file(ff_file)->at( + "ttbar_fake_factors"); + auto fractions = correction::CorrectionSet::from_file(ff_file)->at( + "process_fractions"); auto qcd_lep_pt_closure = - correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_non_closure_lep_pt_correction"); + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_lep_pt_correction"); auto qcd_lep_iso_closure = - correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_non_closure_lep_iso_correction"); - auto qcd_DR_SR = - correction::CorrectionSet::from_file(ff_corr_file)->at("QCD_DR_SR_correction"); + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_lep_iso_correction"); + auto qcd_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_DR_SR_correction"); auto wjets_lep_pt_closure = - correction::CorrectionSet::from_file(ff_corr_file)->at("Wjets_non_closure_lep_pt_correction"); - auto wjets_DR_SR = - correction::CorrectionSet::from_file(ff_corr_file)->at("Wjets_DR_SR_correction"); + correction::CorrectionSet::from_file(ff_corr_file) + ->at("Wjets_non_closure_lep_pt_correction"); + auto wjets_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("Wjets_DR_SR_correction"); auto ttbar_lep_pt_closure = - correction::CorrectionSet::from_file(ff_corr_file)->at("ttbar_non_closure_lep_pt_correction"); + correction::CorrectionSet::from_file(ff_corr_file) + ->at("ttbar_non_closure_lep_pt_correction"); float ff = -1.; if (pt_2 >= 0.) { @@ -139,39 +156,55 @@ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &out Logger::get("FakeFactor")->debug("Lep mt - value {}", mt_1); Logger::get("FakeFactor")->debug("N b-jets - value {}", nbtag); - float qcd_frac = fractions->evaluate({"QCD", mt_1, (float)nbtag, variation}); + float qcd_frac = + fractions->evaluate({"QCD", mt_1, (float)nbtag, variation}); Logger::get("FakeFactor")->debug("QCD - fraction {}", qcd_frac); - float wjets_frac = fractions->evaluate({"Wjets", mt_1, (float)nbtag, variation}); + float wjets_frac = + fractions->evaluate({"Wjets", mt_1, (float)nbtag, variation}); Logger::get("FakeFactor")->debug("Wjets - fraction {}", wjets_frac); - float ttbar_frac = fractions->evaluate({"ttbar", mt_1, (float)nbtag, variation}); + float ttbar_frac = + fractions->evaluate({"ttbar", mt_1, (float)nbtag, variation}); Logger::get("FakeFactor")->debug("ttbar - fraction {}", ttbar_frac); Logger::get("FakeFactor")->debug("Lep pt - value {}", pt_1); Logger::get("FakeFactor")->debug("Lep iso - value {}", iso_1); Logger::get("FakeFactor")->debug("m_vis - value {}", m_vis); - float qcd_lep_pt_corr = qcd_lep_pt_closure->evaluate({pt_1, variation}); - Logger::get("FakeFactor")->debug("QCD - lep pt correction {}", qcd_lep_pt_corr); - float qcd_lep_iso_corr = qcd_lep_iso_closure->evaluate({iso_1, variation}); - Logger::get("FakeFactor")->debug("QCD - lep iso correction {}", qcd_lep_iso_corr); + float qcd_lep_pt_corr = + qcd_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("FakeFactor") + ->debug("QCD - lep pt correction {}", qcd_lep_pt_corr); + float qcd_lep_iso_corr = + qcd_lep_iso_closure->evaluate({iso_1, variation}); + Logger::get("FakeFactor") + ->debug("QCD - lep iso correction {}", qcd_lep_iso_corr); float qcd_DR_SR_corr = qcd_DR_SR->evaluate({m_vis, variation}); - Logger::get("FakeFactor")->debug("QCD - DR to SR correction {}", qcd_DR_SR_corr); - float wjets_lep_pt_corr = wjets_lep_pt_closure->evaluate({pt_1, variation}); - Logger::get("FakeFactor")->debug("Wjets - lep pt correction {}", wjets_lep_pt_corr); + Logger::get("FakeFactor") + ->debug("QCD - DR to SR correction {}", qcd_DR_SR_corr); + float wjets_lep_pt_corr = + wjets_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("FakeFactor") + ->debug("Wjets - lep pt correction {}", wjets_lep_pt_corr); float wjets_DR_SR_corr = wjets_DR_SR->evaluate({m_vis, variation}); - Logger::get("FakeFactor")->debug("Wjets - DR to SR correction {}", wjets_DR_SR_corr); - float ttbar_lep_pt_corr = ttbar_lep_pt_closure->evaluate({pt_1, variation}); - Logger::get("FakeFactor")->debug("ttbar - lep pt correction {}", ttbar_lep_pt_corr); - - ff = qcd_frac*qcd_ff*qcd_lep_pt_corr*qcd_lep_iso_corr*qcd_DR_SR_corr + wjets_frac*wjets_ff*wjets_lep_pt_corr*wjets_DR_SR_corr + ttbar_frac*ttbar_ff*ttbar_lep_pt_corr; + Logger::get("FakeFactor") + ->debug("Wjets - DR to SR correction {}", wjets_DR_SR_corr); + float ttbar_lep_pt_corr = + ttbar_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("FakeFactor") + ->debug("ttbar - lep pt correction {}", ttbar_lep_pt_corr); + + ff = qcd_frac * qcd_ff * qcd_lep_pt_corr * qcd_lep_iso_corr * + qcd_DR_SR_corr + + wjets_frac * wjets_ff * wjets_lep_pt_corr * wjets_DR_SR_corr + + ttbar_frac * ttbar_ff * ttbar_lep_pt_corr; } Logger::get("FakeFactor")->debug("Event Fake Factor {}", ff); return ff; }; - auto df1 = df.Define( - outputname, calc_fake_factor, - {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso, m_vis}); + auto df1 = + df.Define(outputname, calc_fake_factor, + {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso, m_vis}); return df1; } From 14034e01a35f1982934222812645f70ea7956544 Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Thu, 30 Mar 2023 11:10:41 +0200 Subject: [PATCH 117/284] incorporate comment --- .../{ => nmssm}/2018/FF_corrections_mt.json.gz | Bin .../{ => nmssm}/2018/fake_factors_mt.json.gz | Bin 2 files changed, 0 insertions(+), 0 deletions(-) rename data/fake_factors/{ => nmssm}/2018/FF_corrections_mt.json.gz (100%) rename data/fake_factors/{ => nmssm}/2018/fake_factors_mt.json.gz (100%) diff --git a/data/fake_factors/2018/FF_corrections_mt.json.gz b/data/fake_factors/nmssm/2018/FF_corrections_mt.json.gz similarity index 100% rename from data/fake_factors/2018/FF_corrections_mt.json.gz rename to data/fake_factors/nmssm/2018/FF_corrections_mt.json.gz diff --git a/data/fake_factors/2018/fake_factors_mt.json.gz b/data/fake_factors/nmssm/2018/fake_factors_mt.json.gz similarity index 100% rename from data/fake_factors/2018/fake_factors_mt.json.gz rename to data/fake_factors/nmssm/2018/fake_factors_mt.json.gz From 64361d056331b1b1c8208b02eca8f7f709ee89ab Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Tue, 4 Apr 2023 13:26:03 +0200 Subject: [PATCH 118/284] add SM fakefactor functions, improve performance of nmssm functions --- include/fakefactors.hxx | 12 ++ src/fakefactors.cxx | 305 +++++++++++++++++++++++++++++++++------- 2 files changed, 270 insertions(+), 47 deletions(-) diff --git a/include/fakefactors.hxx b/include/fakefactors.hxx index 0c00bd52..39630afb 100644 --- a/include/fakefactors.hxx +++ b/include/fakefactors.hxx @@ -17,5 +17,17 @@ fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &m_vis, const std::string &variation, const std::string &ff_file, const std::string &ff_corr_file); +ROOT::RDF::RNode +raw_fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &delta_r, + const std::string &variation, const std::string &ff_file); +ROOT::RDF::RNode +fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &lep_pt, + const std::string &lep_iso, const std::string &m_vis, + const std::string &delta_r, const std::string &variation, + const std::string &ff_file, const std::string &ff_corr_file); } // namespace fakefactors #endif /* GUARDFAKEFACTORS_H */ \ No newline at end of file diff --git a/src/fakefactors.cxx b/src/fakefactors.cxx index df7eaafe..b3a38093 100644 --- a/src/fakefactors.cxx +++ b/src/fakefactors.cxx @@ -26,22 +26,21 @@ raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &lep_mt, const std::string &nbtags, const std::string &variation, const std::string &ff_file) { - auto calc_fake_factor = [variation, - ff_file](const float &pt_2, const int &njets, - const float &mt_1, const int &nbtag) { - Logger::get("RawFakeFactor") - ->debug("Setting up functions for raw fake factor (without " - "corrections) evaluation with correctionlib"); - Logger::get("RawFakeFactor")->debug("Variation - Name {}", variation); - auto qcd = correction::CorrectionSet::from_file(ff_file)->at( - "QCD_fake_factors"); - auto wjets = correction::CorrectionSet::from_file(ff_file)->at( - "Wjets_fake_factors"); - auto ttbar = correction::CorrectionSet::from_file(ff_file)->at( - "ttbar_fake_factors"); - auto fractions = correction::CorrectionSet::from_file(ff_file)->at( - "process_fractions"); - + Logger::get("RawFakeFactor") + ->debug("Setting up functions for raw fake factor (without " + "corrections) evaluation with correctionlib"); + Logger::get("RawFakeFactor")->debug("Variation - Name {}", variation); + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + auto wjets = + correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); + auto ttbar = + correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); + auto fractions = + correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + auto calc_fake_factor = [variation, qcd, wjets, ttbar, + fractions](const float &pt_2, const int &njets, + const float &mt_1, const int &nbtag) { float ff = -1.; if (pt_2 >= 0.) { Logger::get("RawFakeFactor")->debug("Tau pt - value {}", pt_2); @@ -106,41 +105,43 @@ fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &m_vis, const std::string &variation, const std::string &ff_file, const std::string &ff_corr_file) { - auto calc_fake_factor = [variation, ff_file, ff_corr_file]( + + Logger::get("FakeFactor") + ->debug("Setting up functions for fake factor evaluation with " + "correctionlib"); + Logger::get("FakeFactor")->debug("Variation - Name {}", variation); + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + auto wjets = + correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); + auto ttbar = + correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); + auto fractions = + correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + + auto qcd_lep_pt_closure = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_lep_pt_correction"); + auto qcd_lep_iso_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_lep_iso_correction"); + auto qcd_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_DR_SR_correction"); + auto wjets_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("Wjets_non_closure_lep_pt_correction"); + auto wjets_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("Wjets_DR_SR_correction"); + auto ttbar_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("ttbar_non_closure_lep_pt_correction"); + auto calc_fake_factor = [variation, qcd, wjets, ttbar, fractions, + qcd_lep_pt_closure, qcd_lep_iso_closure, qcd_DR_SR, + wjets_lep_pt_closure, wjets_DR_SR, + ttbar_lep_pt_closure]( const float &pt_2, const int &njets, const float &mt_1, const int &nbtag, const float &pt_1, const float &iso_1, const float &m_vis) { - Logger::get("FakeFactor") - ->debug("Setting up functions for fake factor evaluation with " - "correctionlib"); - Logger::get("FakeFactor")->debug("Variation - Name {}", variation); - auto qcd = correction::CorrectionSet::from_file(ff_file)->at( - "QCD_fake_factors"); - auto wjets = correction::CorrectionSet::from_file(ff_file)->at( - "Wjets_fake_factors"); - auto ttbar = correction::CorrectionSet::from_file(ff_file)->at( - "ttbar_fake_factors"); - auto fractions = correction::CorrectionSet::from_file(ff_file)->at( - "process_fractions"); - - auto qcd_lep_pt_closure = - correction::CorrectionSet::from_file(ff_corr_file) - ->at("QCD_non_closure_lep_pt_correction"); - auto qcd_lep_iso_closure = - correction::CorrectionSet::from_file(ff_corr_file) - ->at("QCD_non_closure_lep_iso_correction"); - auto qcd_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) - ->at("QCD_DR_SR_correction"); - auto wjets_lep_pt_closure = - correction::CorrectionSet::from_file(ff_corr_file) - ->at("Wjets_non_closure_lep_pt_correction"); - auto wjets_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) - ->at("Wjets_DR_SR_correction"); - auto ttbar_lep_pt_closure = - correction::CorrectionSet::from_file(ff_corr_file) - ->at("ttbar_non_closure_lep_pt_correction"); - float ff = -1.; if (pt_2 >= 0.) { Logger::get("FakeFactor")->debug("Tau pt - value {}", pt_2); @@ -208,5 +209,215 @@ fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, return df1; } +/// Function to calculate raw fake factors without corrections with +/// correctionlib. In difference to the NMSSM version, njets is used for the +/// fraction binning, and an additional split in deltaR is applied for wjets. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the output column for the fake factor +/// \param tau_pt pt of the hadronic tau in the tau pair +/// \param njets number of good jets in the event +/// \param lep_mt transverse mass of the leptonic tau in the tau pair +/// \param delta_r delta R between the two taus +/// \param variation name of the uncertainty variation or nominal +/// \param ff_file correctionlib json file with the fake factors +/// +/// \returns a dataframe with the fake factors +ROOT::RDF::RNode +raw_fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &delta_r, + const std::string &variation, const std::string &ff_file) { + Logger::get("SM RawFakeFactor") + ->debug("Setting up functions for raw fake factor (without " + "corrections) evaluation with correctionlib"); + Logger::get("SM RawFakeFactor")->debug("Variation - Name {}", variation); + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + auto wjets = + correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); + auto ttbar = + correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); + auto fractions = + correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + auto calc_fake_factor = [variation, qcd, wjets, ttbar, fractions]( + const float &pt_2, const int &njets, + const float &mt_1, const float &delta_r) { + float ff = -1.; + if (pt_2 >= 0.) { + Logger::get("SM RawFakeFactor")->debug("Tau pt - value {}", pt_2); + Logger::get("SM RawFakeFactor")->debug("N jets - value {}", njets); + + float qcd_ff = qcd->evaluate({pt_2, (float)njets, variation}); + Logger::get("SM RawFakeFactor")->debug("QCD - value {}", qcd_ff); + float wjets_ff = + wjets->evaluate({pt_2, (float)njets, delta_r, variation}); + Logger::get("SM RawFakeFactor") + ->debug("Wjets - value {}", wjets_ff); + float ttbar_ff = ttbar->evaluate({pt_2, (float)njets, variation}); + Logger::get("SM RawFakeFactor") + ->debug("ttbar - value {}", ttbar_ff); + + Logger::get("SM RawFakeFactor")->debug("Lep mt - value {}", mt_1); + Logger::get("SM RawFakeFactor")->debug("N jets - value {}", njets); + + float qcd_frac = + fractions->evaluate({"QCD", mt_1, (float)njets, variation}); + Logger::get("SM RawFakeFactor") + ->debug("QCD - fraction {}", qcd_frac); + float wjets_frac = + fractions->evaluate({"Wjets", mt_1, (float)njets, variation}); + Logger::get("SM RawFakeFactor") + ->debug("Wjets - fraction {}", wjets_frac); + float ttbar_frac = + fractions->evaluate({"ttbar", mt_1, (float)njets, variation}); + Logger::get("SM RawFakeFactor") + ->debug("ttbar - fraction {}", ttbar_frac); + + ff = qcd_frac * qcd_ff + wjets_frac * wjets_ff + + ttbar_frac * ttbar_ff; + } + + Logger::get("SM RawFakeFactor")->debug("Event Fake Factor {}", ff); + return ff; + }; + auto df1 = df.Define(outputname, calc_fake_factor, + {tau_pt, njets, lep_mt, delta_r}); + return df1; +} + +/// Function to calculate fake factors with correctionlib. +/// In difference to the NMSSM version, njets is used for the +/// fraction binning, and an additional split in deltaR is +/// applied for wjets. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the output column for the fake factor +/// \param tau_pt pt of the hadronic tau in the tau pair +/// \param njets number of good jets in the event +/// \param lep_mt transverse mass of the leptonic tau in the tau pair +/// \param lep_pt pt of the leptonic tau in the tau pair +/// \param lep_iso isolation of the leptonic tau in the tau pair +/// \param m_vis visible mass of the tau pair +/// \param delta_r distance in eta-phi between the two taus +/// \param variation name of the uncertainty variation or nominal +/// \param ff_file correctionlib json file with the fake factors +/// \param ff_corr_file correctionlib json file with corrections for the fake +/// factors +/// +/// \returns a dataframe with the fake factors +ROOT::RDF::RNode +fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &tau_pt, const std::string &njets, + const std::string &lep_mt, const std::string &lep_pt, + const std::string &lep_iso, const std::string &m_vis, + const std::string &delta_r, const std::string &variation, + const std::string &ff_file, const std::string &ff_corr_file) { + Logger::get("SM FakeFactor") + ->debug("Setting up functions for fake factor evaluation with " + "correctionlib"); + Logger::get("SM FakeFactor")->debug("Variation - Name {}", variation); + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + auto wjets = + correction::CorrectionSet::from_file(ff_file)->at("Wjets_fake_factors"); + auto ttbar = + correction::CorrectionSet::from_file(ff_file)->at("ttbar_fake_factors"); + auto fractions = + correction::CorrectionSet::from_file(ff_file)->at("process_fractions"); + + auto qcd_lep_pt_closure = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_lep_pt_correction"); + auto qcd_lep_iso_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_lep_iso_correction"); + auto qcd_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_DR_SR_correction"); + auto wjets_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("Wjets_non_closure_lep_pt_correction"); + auto wjets_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("Wjets_DR_SR_correction"); + auto ttbar_lep_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("ttbar_non_closure_lep_pt_correction"); + auto calc_fake_factor = [variation, qcd, wjets, ttbar, fractions, + qcd_lep_pt_closure, qcd_lep_iso_closure, qcd_DR_SR, + wjets_lep_pt_closure, wjets_DR_SR, + ttbar_lep_pt_closure]( + const float &pt_2, const int &njets, + const float &mt_1, const float &pt_1, + const float &iso_1, const float &m_vis, + const float &delta_r) { + float ff = -1.; + if (pt_2 >= 0.) { + Logger::get("SM FakeFactor")->debug("Tau pt - value {}", pt_2); + Logger::get("SM FakeFactor")->debug("N jets - value {}", njets); + + float qcd_ff = qcd->evaluate({pt_2, (float)njets, variation}); + Logger::get("SM FakeFactor")->debug("QCD - value {}", qcd_ff); + float wjets_ff = + wjets->evaluate({pt_2, (float)njets, delta_r, variation}); + Logger::get("SM FakeFactor")->debug("Wjets - value {}", wjets_ff); + float ttbar_ff = ttbar->evaluate({pt_2, (float)njets, variation}); + Logger::get("SM FakeFactor")->debug("ttbar - value {}", ttbar_ff); + + Logger::get("SM FakeFactor")->debug("Lep mt - value {}", mt_1); + Logger::get("SM FakeFactor")->debug("N jets - value {}", njets); + + float qcd_frac = + fractions->evaluate({"QCD", mt_1, (float)njets, variation}); + Logger::get("SM FakeFactor")->debug("QCD - fraction {}", qcd_frac); + float wjets_frac = + fractions->evaluate({"Wjets", mt_1, (float)njets, variation}); + Logger::get("SM FakeFactor") + ->debug("Wjets - fraction {}", wjets_frac); + float ttbar_frac = + fractions->evaluate({"ttbar", mt_1, (float)njets, variation}); + Logger::get("SM FakeFactor") + ->debug("ttbar - fraction {}", ttbar_frac); + + Logger::get("SM FakeFactor")->debug("Lep pt - value {}", pt_1); + Logger::get("SM FakeFactor")->debug("Lep iso - value {}", iso_1); + Logger::get("SM FakeFactor")->debug("m_vis - value {}", m_vis); + + float qcd_lep_pt_corr = + qcd_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("SM FakeFactor") + ->debug("QCD - lep pt correction {}", qcd_lep_pt_corr); + float qcd_lep_iso_corr = + qcd_lep_iso_closure->evaluate({iso_1, variation}); + Logger::get("SM FakeFactor") + ->debug("QCD - lep iso correction {}", qcd_lep_iso_corr); + float qcd_DR_SR_corr = qcd_DR_SR->evaluate({m_vis, variation}); + Logger::get("SM FakeFactor") + ->debug("QCD - DR to SR correction {}", qcd_DR_SR_corr); + float wjets_lep_pt_corr = + wjets_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("SM FakeFactor") + ->debug("Wjets - lep pt correction {}", wjets_lep_pt_corr); + float wjets_DR_SR_corr = wjets_DR_SR->evaluate({m_vis, variation}); + Logger::get("SM FakeFactor") + ->debug("Wjets - DR to SR correction {}", wjets_DR_SR_corr); + float ttbar_lep_pt_corr = + ttbar_lep_pt_closure->evaluate({pt_1, variation}); + Logger::get("SM FakeFactor") + ->debug("ttbar - lep pt correction {}", ttbar_lep_pt_corr); + + ff = qcd_frac * qcd_ff * qcd_lep_pt_corr * qcd_lep_iso_corr * + qcd_DR_SR_corr + + wjets_frac * wjets_ff * wjets_lep_pt_corr * wjets_DR_SR_corr + + ttbar_frac * ttbar_ff * ttbar_lep_pt_corr; + } + + Logger::get("SM FakeFactor")->debug("Event Fake Factor {}", ff); + return ff; + }; + auto df1 = + df.Define(outputname, calc_fake_factor, + {tau_pt, njets, lep_mt, lep_pt, lep_iso, m_vis, delta_r}); + return df1; +} + } // namespace fakefactors #endif /* GUARDFAKEFACTORS_H */ \ No newline at end of file From 5244011aaff3dc1b7dfec3d0399a2aa23e5e4d73 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Tue, 4 Apr 2023 13:26:25 +0200 Subject: [PATCH 119/284] add first iteration of sm htt fakefactors --- .../sm/2018/FF_corrections_mt.json.gz | Bin 0 -> 262378 bytes .../sm/2018/fake_factors_mt.json.gz | Bin 0 -> 12950 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/fake_factors/sm/2018/FF_corrections_mt.json.gz create mode 100644 data/fake_factors/sm/2018/fake_factors_mt.json.gz diff --git a/data/fake_factors/sm/2018/FF_corrections_mt.json.gz b/data/fake_factors/sm/2018/FF_corrections_mt.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..de5171e354f86f43ecef34af43a71601907e6e0d GIT binary patch literal 262378 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zwyL~Rt4crQJWFzmJn6i>l8C7>rz=+p`7DlNRzVVMb>&YUq7I^a^kNz#%$FahVW~e( zkYbHupULudbHCFqg@~;lR1(xsJ&GqTtB7KX}CxWMG0io0|HMH}!`4=xA`HWNCBp;kgt?jf{7c^iOA$6rQ3oJ-o9qe{tFoW=VlU5@(V1DhuoNf}Q?K3prhaW&r4X1(+3jk{=$Y($q;r7=v%5ZIfTfTIi(CRG;!8 zHO)iBqsGmIG!_e0D>HEBbU)#%iQDys+fd(`8Q(qkJKa6Vj1DoQ6s(t=2REs44Dz}t zQsA+#hmY9u^j&(9rsE-(p*7V5+T5@^m4bUWK@-P)nVviolOzM24Uvh)N0nJNUQdl= zLF3^tF?(4G+O7lZNqQE=;Qm@`qSq+wW0nnsMol7!H;U?2C3cLpZpz7}^^ncKcpb<# zRW8@h+%N^XSBoYo5o<3ZV}s`vYyAU~uT3(aT%G5C>lrKQq`1UsG+tg`WX?DR$s1@-m@3pK)%B%!kd3-x~itC3~( literal 0 HcmV?d00001 From 53e70e689f567f83ec641809a78fba76f6c8585c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 17 Apr 2023 15:21:21 +0200 Subject: [PATCH 120/284] add check for handeling of input files with zero events --- code_generation/analysis_template.cxx | 50 ++++++++------- code_generation/code_generation.py | 92 +++++++++++++++++++-------- 2 files changed, 92 insertions(+), 50 deletions(-) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index 5b6a0a13..1926cbd5 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -100,15 +100,17 @@ int main(int argc, char *argv[]) { ROOT::RDataFrame df0(basetree, input_files); Logger::get("main")->info("Starting Setup of Dataframe with {} events", nevents); - - // {CODE_GENERATION} - - ROOT::RDF::RSnapshotOptions dfconfig; - dfconfig.fLazy = true; std::vector> cutReports; - - // {RUN_COMMANDS} - + // setup output files + // {OUTPUT_PATHS} + if (nevents == 0){ + // {ZERO_EVENTS_FALLBACK} + } else { + // {CODE_GENERATION} + ROOT::RDF::RSnapshotOptions dfconfig; + dfconfig.fLazy = true; + // {RUN_COMMANDS} + } // Add meta-data // clang-format off const std::map> output_quanties = {OUTPUT_QUANTITIES}; @@ -155,22 +157,24 @@ int main(int argc, char *argv[]) { &analysis_setup_clean); analysis_commit_meta.Fill(); analysis_commit_meta.Write(); - TH1D cutflow; - cutflow.SetName("cutflow"); - cutflow.SetTitle("cutflow"); - // iterate through the cutflow vector and fill the histogram with the - // .GetPass() values - for (auto cut = cutReports[scope_counter].begin(); - cut != cutReports[scope_counter].end(); cut++) { - cutflow.SetBinContent( - std::distance(cutReports[scope_counter].begin(), cut) + 1, - cut->GetPass()); - cutflow.GetXaxis()->SetBinLabel( - std::distance(cutReports[scope_counter].begin(), cut) + 1, - cut->GetName().c_str()); + if (nevents != 0){ + TH1D cutflow; + cutflow.SetName("cutflow"); + cutflow.SetTitle("cutflow"); + // iterate through the cutflow vector and fill the histogram with the + // .GetPass() values + for (auto cut = cutReports[scope_counter].begin(); + cut != cutReports[scope_counter].end(); cut++) { + cutflow.SetBinContent( + std::distance(cutReports[scope_counter].begin(), cut) + 1, + cut->GetPass()); + cutflow.GetXaxis()->SetBinLabel( + std::distance(cutReports[scope_counter].begin(), cut) + 1, + cut->GetName().c_str()); + } + // store it in the output file + cutflow.Write(); } - // store it in the output file - cutflow.Write(); outputfile.Close(); TFile *fout = TFile::Open(output.first.c_str(), "UPDATE"); Logger::get("main")->info("Writing quantities map to {}", output.first); diff --git a/code_generation/code_generation.py b/code_generation/code_generation.py index 8680b242..3672265d 100644 --- a/code_generation/code_generation.py +++ b/code_generation/code_generation.py @@ -330,9 +330,15 @@ def write_code(self, calls: str, includes: str, run_commands: str) -> None: threadcall = "" with open(self.executable, "w") as f: f.write( - self.main_template.replace(" // {CODE_GENERATION}", calls) + self.main_template.replace( + " // {OUTPUT_PATHS}", self.set_output_paths() + ) + .replace( + " // {ZERO_EVENTS_FALLBACK}", self.zero_events_fallback() + ) + .replace(" // {CODE_GENERATION}", calls) .replace("// {INCLUDES}", includes) - .replace(" // {RUN_COMMANDS}", run_commands) + .replace(" // {RUN_COMMANDS}", run_commands) .replace("// {MULTITHREADING}", threadcall) .replace("// {DEBUGLEVEL}", self.set_debug_flag()) .replace("{ERATAG}", '"Era={}"'.format(self.configuration.era)) @@ -378,8 +384,8 @@ def generate_main_code(self) -> Tuple[str, str]: """ main_calls = "" for scope in self.scopes: - main_calls += " // {}\n".format(scope) - main_calls += "".join(self.subset_calls[scope]) + main_calls += " // {}\n ".format(scope) + main_calls += " ".join(self.subset_calls[scope]) main_includes = "".join(self.subset_includes) return main_calls, main_includes @@ -533,13 +539,10 @@ def generate_run_commands(self) -> str: outputstring = '", "'.join(outputset) self.number_of_outputs += len(self.output_commands[scope]) - runcommands += " auto {scope}_cutReport = df{counter}_{scope}.Report();\n".format( + runcommands += " auto {scope}_cutReport = df{counter}_{scope}.Report();\n".format( scope=scope, counter=self.main_counter[scope] ) - runcommands += ' std::string {outputname} = std::regex_replace(std::string(output_path), std::regex("\\\\.root"), "_{scope}.root");\n'.format( - scope=scope, outputname=self._outputfiles_generated[scope] - ) - runcommands += ' auto {scope}_result = df{counter}_{scope}.Snapshot("ntuple", {outputname}, {{"{outputstring}"}}, dfconfig);\n'.format( + runcommands += ' auto {scope}_result = df{counter}_{scope}.Snapshot("ntuple", {outputname}, {{"{outputstring}"}}, dfconfig);\n'.format( scope=scope, counter=self.main_counter[scope], outputname=self._outputfiles_generated[scope], @@ -552,10 +555,10 @@ def generate_run_commands(self) -> str: # add trigger of dataframe execution, for nonempty scopes for scope in self.scopes: if len(self.output_commands[scope]) > 0 and scope != self.global_scope: - runcommands += f" {scope}_result.GetValue();\n" - runcommands += f' Logger::get("main")->info("{scope}:");\n' - runcommands += f" {scope}_cutReport->Print();\n" - runcommands += f" cutReports.push_back({scope}_cutReport);\n" + runcommands += f" {scope}_result.GetValue();\n" + runcommands += f' Logger::get("main")->info("{scope}:");\n' + runcommands += f" {scope}_cutReport->Print();\n" + runcommands += f" cutReports.push_back({scope}_cutReport);\n" log.info( "Output files generated for scopes: {}".format( self._outputfiles_generated.keys() @@ -638,11 +641,46 @@ def set_setup_printout(self) -> str: adds the code for the timing information on the dataframe setup to the run commands. """ printout = "" - printout += ' Logger::get("main")->info("Finished Setup");\n' - printout += ' Logger::get("main")->info("Runtime for setup (real time: {0:.2f}, CPU time: {1:.2f})",\n' - printout += " timer.RealTime(), timer.CpuTime());\n" - printout += " timer.Continue();\n" - printout += ' Logger::get("main")->info("Starting Evaluation");\n' + printout += ' Logger::get("main")->info("Finished Setup");\n' + printout += ' Logger::get("main")->info("Runtime for setup (real time: {0:.2f}, CPU time: {1:.2f})",\n' + printout += ( + " timer.RealTime(), timer.CpuTime());\n" + ) + printout += " timer.Continue();\n" + printout += ' Logger::get("main")->info("Starting Evaluation");\n' + + return printout + + def set_output_paths(self) -> str: + """ + adds the code for the output paths to the run commands. + """ + printout = "" + for scope in self._outputfiles_generated.keys(): + printout += ' std::string {outputname} = std::regex_replace(std::string(output_path), std::regex("\\\\.root"), "_{scope}.root");\n'.format( + scope=scope, outputname=self._outputfiles_generated[scope] + ) + return printout + + def zero_events_fallback(self) -> str: + """ + In case of an empty input file, this function creates a fallback code that creates an empty output file. + """ + printout = ' Logger::get("main")->warn("No events found in input file, will create an empty output file");\n' + # now setup outfiles for all scopes + for scope in self._outputfiles_generated.keys(): + printout += ' TFile empty_outputfile_{scope}({outputname}.c_str(), "RECREATE");\n'.format( + scope=scope, outputname=self._outputfiles_generated[scope] + ) + printout += ( + ' TTree ntuple_{scope} = TTree("ntuple", "ntuple");\n'.format( + scope=scope + ) + ) + printout += " ntuple_{scope}.Write();\n".format(scope=scope) + printout += " empty_outputfile_{scope}.Close();\n".format( + scope=scope + ) return printout @@ -654,27 +692,27 @@ def set_process_tracking(self) -> str: """ tracking = "" scope = self.scopes[-1] - tracking += " ULong64_t {scope}_processed = 0;\n".format(scope=scope) - tracking += " std::mutex {scope}_bar_mutex;\n".format(scope=scope) - tracking += " auto c_{scope} = df{counter}_{scope}.Count();\n".format( + tracking += " ULong64_t {scope}_processed = 0;\n".format(scope=scope) + tracking += " std::mutex {scope}_bar_mutex;\n".format(scope=scope) + tracking += " auto c_{scope} = df{counter}_{scope}.Count();\n".format( counter=self.main_counter[scope], scope=scope ) - tracking += " c_{scope}.OnPartialResultSlot(quantile, [&{scope}_bar_mutex, &{scope}_processed, &quantile, &nevents](unsigned int /*slot*/, ULong64_t /*_c*/) {{".format( + tracking += " c_{scope}.OnPartialResultSlot(quantile, [&{scope}_bar_mutex, &{scope}_processed, &quantile, &nevents](unsigned int /*slot*/, ULong64_t /*_c*/) {{".format( scope=scope ) tracking += ( - "\n std::lock_guard lg({scope}_bar_mutex);\n".format( + "\n std::lock_guard lg({scope}_bar_mutex);\n".format( scope=scope ) ) - tracking += " {scope}_processed += quantile;\n".format(scope=scope) - tracking += " float percentage = 100 * (float){scope}_processed / (float)nevents;\n".format( + tracking += " {scope}_processed += quantile;\n".format(scope=scope) + tracking += " float percentage = 100 * (float){scope}_processed / (float)nevents;\n".format( scope=scope ) - tracking += ' Logger::get("main")->info("{{0:d}} / {{1:d}} ({{2:.2f}} %) Events processed ...", {scope}_processed, nevents, percentage);\n'.format( + tracking += ' Logger::get("main")->info("{{0:d}} / {{1:d}} ({{2:.2f}} %) Events processed ...", {scope}_processed, nevents, percentage);\n'.format( scope=scope ) - tracking += " });\n" + tracking += " });\n" return tracking def set_shift_quantities_map(self) -> str: From 092c0a8355e726a2145fcd347c8fd4585545bf3c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 12 Apr 2023 15:57:36 +0200 Subject: [PATCH 121/284] add check that crown is run in the correct folder --- code_generation/analysis_template.cxx | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index 1926cbd5..b1864af8 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -20,6 +20,7 @@ #include #include #include +#include #include #include #include @@ -49,6 +50,13 @@ int main(int argc, char *argv[]) { "./analysis output.root /path/to/inputfiles/*.root"); return 1; } + // check if CROWN is run from the correct directory, if the folder "data" does not exist, exit + if (!std::filesystem::exists("data")) { + Logger::get("main")->critical( + "CROWN is not run from the correct directory, " + "data folder does not exist. Did you run CROWN from the correct directory?"); + return 1; + } std::vector input_files; int nevents = 0; Logger::get("main")->info("Checking input files"); From c42b83e6368f798e07df929344559a59ae08dd14 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 12 Apr 2023 15:59:41 +0200 Subject: [PATCH 122/284] add check for update outputs, if removed and added are identical, nothing has to be done --- code_generation/rules.py | 35 ++++++++++++++++++++--------------- 1 file changed, 20 insertions(+), 15 deletions(-) diff --git a/code_generation/rules.py b/code_generation/rules.py index 16665320..8db71a56 100644 --- a/code_generation/rules.py +++ b/code_generation/rules.py @@ -328,20 +328,25 @@ def update_outputs(self, outputs_to_be_updated: QuantitiesStore) -> None: added_outputs[scope] = CollectProducersOutput( [self.producers[1]], scope ) - for scope in scopes: - for removed_output in removed_outputs[scope]: - if removed_output in outputs_to_be_updated[scope]: - log.debug( - "ReplaceProducer: Removing {} from outputs in scope {}".format( - removed_output, scope + if added_outputs == removed_outputs: + log.debug( + f"Outputs {added_outputs} are identical, no need to update outputs" + ) + else: + for scope in scopes: + for removed_output in removed_outputs[scope]: + if removed_output in outputs_to_be_updated[scope]: + log.debug( + "ReplaceProducer: Removing {} from outputs in scope {}".format( + removed_output, scope + ) ) - ) - outputs_to_be_updated[scope].remove(removed_output) - for added_output in added_outputs[scope]: - if added_output in outputs_to_be_updated[scope]: - log.debug( - "ReplaceProducer: Adding {} from outputs in scope {}".format( - added_output, scope + outputs_to_be_updated[scope].remove(removed_output) + for added_output in added_outputs[scope]: + if added_output in outputs_to_be_updated[scope]: + log.debug( + "ReplaceProducer: Adding {} from outputs in scope {}".format( + added_output, scope + ) ) - ) - outputs_to_be_updated[scope].add(added_output) + outputs_to_be_updated[scope].add(added_output) From ae53a6e1194c24c4c5ec6e9c3906c1ed3285e684 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 12 Apr 2023 16:00:05 +0200 Subject: [PATCH 123/284] add tautrigger sf evaulator --- include/scalefactors.hxx | 5 +++++ src/scalefactors.cxx | 42 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 47 insertions(+) diff --git a/include/scalefactors.hxx b/include/scalefactors.hxx index eb0119de..7aef0be6 100644 --- a/include/scalefactors.hxx +++ b/include/scalefactors.hxx @@ -76,6 +76,11 @@ id_vsMu(ROOT::RDF::RNode df, const std::string &eta, const std::string &sf_vsmu_wheel3, const std::string &sf_vsmu_wheel4, const std::string &sf_vsmu_wheel5, const std::string &id_output, const std::string &sf_file, const std::string &idAlgorithm); +ROOT::RDF::RNode +tau_trigger_sf(ROOT::RDF::RNode df, const std::string &decaymode, + const std::string &pt, const std::string &wp, + const std::string &type, const std::string &id_output, + const std::string &sf_file, const std::string &correctionset); } // namespace tau namespace electron { diff --git a/src/scalefactors.cxx b/src/scalefactors.cxx index 049aab14..52659624 100644 --- a/src/scalefactors.cxx +++ b/src/scalefactors.cxx @@ -734,6 +734,48 @@ id_vsMu(ROOT::RDF::RNode df, const std::string &eta, df.Define(id_output, idSF_calculator, {eta, decayMode, genMatch}); return df1; } + +/** + * @brief Function to evaluate the tau trigger scale factor from a xpog file + * + * @param df + * @param decaymode + * @param wp + * @param type + * @param pt + * @param id_output + * @param sf_file + * @param correctionset + * @return ROOT::RDF::RNode + */ + +ROOT::RDF::RNode +tau_trigger_sf(ROOT::RDF::RNode df, const std::string &decaymode, + const std::string &pt, const std::string &wp, + const std::string &type, const std::string &id_output, + const std::string &sf_file, const std::string &correctionset) { + + Logger::get("tau_trigger_sf") + ->info("Setting up function for tau trigger sf"); + Logger::get("tau_trigger_sf")->info("ID - Name {}, file {}", correctionset, sf_file); + auto evaluator = + correction::CorrectionSet::from_file(sf_file)->at(correctionset); + Logger::get("tau_trigger_sf") + ->info("WP {} - type {}", wp, type); + auto trigger_sf_calculator = [evaluator, wp, type, correctionset]( + const int &decaymode, const float &pt) { + float sf = 1.; + Logger::get("tau_trigger_sf") + ->info("ID {} - decaymode {}, wp {} " + "pt {}, type {}, ", + correctionset, decaymode, wp, pt, type); + sf = evaluator->evaluate({decaymode, wp, type, pt}); + Logger::get("tau_trigger_sf")->info("Scale Factor {}", sf); + return sf; + }; + auto df1 = df.Define(id_output, trigger_sf_calculator, {decaymode, pt}); + return df1; +} } // namespace tau namespace electron { From a8bdbd1e244929e40a4e7651735cd6f981386961 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 17 Apr 2023 10:33:33 +0200 Subject: [PATCH 124/284] add docstrings --- src/scalefactors.cxx | 32 +++++++++++++++++--------------- 1 file changed, 17 insertions(+), 15 deletions(-) diff --git a/src/scalefactors.cxx b/src/scalefactors.cxx index 52659624..90937b60 100644 --- a/src/scalefactors.cxx +++ b/src/scalefactors.cxx @@ -738,15 +738,17 @@ id_vsMu(ROOT::RDF::RNode df, const std::string &eta, /** * @brief Function to evaluate the tau trigger scale factor from a xpog file * - * @param df - * @param decaymode - * @param wp - * @param type - * @param pt - * @param id_output - * @param sf_file - * @param correctionset - * @return ROOT::RDF::RNode + * @param df the input dataframe + * @param decaymode the name of the column containing the tau decay mode + * variable + * @param wp the name of the the tau id working point + * @param type the type of the tau trigger scale factor, available are emb and + * mc + * @param pt the name of the column containing the tau pt variable + * @param id_output name of the id scale factor column + * @param sf_file path to the file with the tau scale factors + * @param correctionset name of the tau trigger scale factor + * @return ROOT::RDF::RNode a new dataframe containing the new sf column */ ROOT::RDF::RNode @@ -757,18 +759,18 @@ tau_trigger_sf(ROOT::RDF::RNode df, const std::string &decaymode, Logger::get("tau_trigger_sf") ->info("Setting up function for tau trigger sf"); - Logger::get("tau_trigger_sf")->info("ID - Name {}, file {}", correctionset, sf_file); + Logger::get("tau_trigger_sf") + ->info("ID - Name {}, file {}", correctionset, sf_file); auto evaluator = correction::CorrectionSet::from_file(sf_file)->at(correctionset); - Logger::get("tau_trigger_sf") - ->info("WP {} - type {}", wp, type); + Logger::get("tau_trigger_sf")->info("WP {} - type {}", wp, type); auto trigger_sf_calculator = [evaluator, wp, type, correctionset]( - const int &decaymode, const float &pt) { + const int &decaymode, const float &pt) { float sf = 1.; Logger::get("tau_trigger_sf") ->info("ID {} - decaymode {}, wp {} " - "pt {}, type {}, ", - correctionset, decaymode, wp, pt, type); + "pt {}, type {}, ", + correctionset, decaymode, wp, pt, type); sf = evaluator->evaluate({decaymode, wp, type, pt}); Logger::get("tau_trigger_sf")->info("Scale Factor {}", sf); return sf; From 433e94929c7fef075006c0937d564e7e58c72e70 Mon Sep 17 00:00:00 2001 From: ralfschmieder Date: Tue, 25 Apr 2023 11:16:25 +0200 Subject: [PATCH 125/284] implementation of WH(tautau) analysis --- code_generation/analysis_template.cxx | 1 + code_generation/subset_template.cxx | 1 + include/genparticles.hxx | 12 + include/lorentzvectors.hxx | 6 +- include/met.hxx | 7 + include/physicsobjects.hxx | 1 + include/quantities.hxx | 23 + include/tripleselection.hxx | 93 ++ src/genparticles.cxx | 197 +++- src/lorentzvectors.cxx | 70 ++ src/met.cxx | 99 ++ src/physicsobjects.cxx | 20 +- src/quantities.cxx | 233 +++++ src/tripleselection.cxx | 1279 +++++++++++++++++++++++++ 14 files changed, 2039 insertions(+), 3 deletions(-) create mode 100644 include/tripleselection.hxx create mode 100644 src/tripleselection.cxx diff --git a/code_generation/analysis_template.cxx b/code_generation/analysis_template.cxx index b1864af8..fb57920e 100644 --- a/code_generation/analysis_template.cxx +++ b/code_generation/analysis_template.cxx @@ -9,6 +9,7 @@ #include "include/met.hxx" #include "include/metfilter.hxx" #include "include/pairselection.hxx" +#include "include/tripleselection.hxx" #include "include/physicsobjects.hxx" #include "include/quantities.hxx" #include "include/reweighting.hxx" diff --git a/code_generation/subset_template.cxx b/code_generation/subset_template.cxx index 49137866..86180b53 100644 --- a/code_generation/subset_template.cxx +++ b/code_generation/subset_template.cxx @@ -10,6 +10,7 @@ #include "include/met.hxx" #include "include/metfilter.hxx" #include "include/pairselection.hxx" +#include "include/tripleselection.hxx" #include "include/physicsobjects.hxx" #include "include/quantities.hxx" #include "include/reweighting.hxx" diff --git a/include/genparticles.hxx b/include/genparticles.hxx index e77e5b59..323d03a9 100644 --- a/include/genparticles.hxx +++ b/include/genparticles.hxx @@ -21,6 +21,18 @@ ROOT::RDF::RNode genmatching(ROOT::RDF::RNode df, const std::string &outputname, const std::string &genparticles_phi, const std::string &genparticles_mass, const std::string &lepton_p4); + +ROOT::RDF::RNode genmatching_wh(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &genTaus, + const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticle_motheridx, + const std::string &genparticles_status, + const std::string &lepton_p4); ROOT::RDF::RNode hadronicGenTaus(ROOT::RDF::RNode df, const std::string &outputname, diff --git a/include/lorentzvectors.hxx b/include/lorentzvectors.hxx index 13d8ce58..a0b1ca4d 100644 --- a/include/lorentzvectors.hxx +++ b/include/lorentzvectors.hxx @@ -12,7 +12,11 @@ ROOT::RDF::RNode build(ROOT::RDF::RNode df, ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, const std::string &met_phi, const std::string &outputname); - +ROOT::RDF::RNode p4_miss_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); +ROOT::RDF::RNode p4_miss_tt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); + /// namespace used for mutau lorentzvectors namespace mutau { ROOT::RDF::RNode build(ROOT::RDF::RNode df, const std::string &pairname, diff --git a/include/met.hxx b/include/met.hxx index 0fd6b4e4..927c659f 100644 --- a/include/met.hxx +++ b/include/met.hxx @@ -39,6 +39,13 @@ propagateLeptonsToMet(ROOT::RDF::RNode df, const std::string &met, const std::string &p4_2_uncorrected, const std::string &p4_1, const std::string &p4_2, const std::string &outputname, bool apply_propagation); +ROOT::RDF::RNode +propagateLeptonsToMet(ROOT::RDF::RNode df, const std::string &met, + const std::string &p4_1_uncorrected, + const std::string &p4_2_uncorrected, + const std::string &p4_3_uncorrected, + const std::string &p4_1, const std::string &p4_2, const std::string &p4_3, + const std::string &outputname, bool apply_propagation); ROOT::RDF::RNode propagateLeptonsToMet(ROOT::RDF::RNode df, const std::string &met, const std::string &p4_1_uncorrected, diff --git a/include/physicsobjects.hxx b/include/physicsobjects.hxx index b4f01c8f..527a4d45 100644 --- a/include/physicsobjects.hxx +++ b/include/physicsobjects.hxx @@ -89,6 +89,7 @@ ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, const std::string &maskname, const std::string &isolationName, const float &Threshold); +ROOT::RDF::RNode CutIsTrackerOrIsGlobal(ROOT::RDF::RNode df, const std::string &isTracker, const std::string &isGlobal, const std::string &maskname); ROOT::RDF::RNode GenerateRndmRVec(ROOT::RDF::RNode df, const std::string &outputname, const std::string &objCollection, int seed); diff --git a/include/quantities.hxx b/include/quantities.hxx index 0f9a1daa..fd9a1e7d 100644 --- a/include/quantities.hxx +++ b/include/quantities.hxx @@ -24,8 +24,26 @@ ROOT::RDF::RNode dz(ROOT::RDF::RNode df, const std::string &outputname, ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, const int &position, const std::string &pairname, const std::string &chargecolumn); +ROOT::RDF::RNode Lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &pt_1, const std::string &pt_2, const std::string &pt_3); ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); +ROOT::RDF::RNode m_tt_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); +ROOT::RDF::RNode pt_W_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); +ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); +ROOT::RDF::RNode eta_vis(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); +ROOT::RDF::RNode phi_vis(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); +ROOT::RDF::RNode deltaPhi(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &p_1_p4, const std::string &p_2_p4); +ROOT::RDF::RNode deltaPhi_WH(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &p_1_p4, const std::string &p_2_p4, const std::string &p_3_p4); +ROOT::RDF::RNode pt_123(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors); ROOT::RDF::RNode p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &pt_1, const std::string &pt_2, @@ -107,5 +125,10 @@ ROOT::RDF::RNode is_global(ROOT::RDF::RNode df, const std::string &outputname, const int &position, const std::string &pairname, const std::string &globalflagcolumn); } // namespace muon +namespace electron { +ROOT::RDF::RNode id(ROOT::RDF::RNode df, const std::string &outputname, + const int &position, const std::string &pairname, + const std::string &idcolumn); +} // end namespace electron } // end namespace quantities #endif /* GUARD_QUANTITIES_H */ \ No newline at end of file diff --git a/include/tripleselection.hxx b/include/tripleselection.hxx new file mode 100644 index 00000000..6e60cba6 --- /dev/null +++ b/include/tripleselection.hxx @@ -0,0 +1,93 @@ +#ifndef GUARD_TRIPLESELECTION_H +#define GUARD_TRIPLESELECTION_H + +#include "ROOT/RDataFrame.hxx" +#include "ROOT/RVec.hxx" +#include "TVector2.h" +#include "bitset" +#include "utility/Logger.hxx" +#include "utility/utility.hxx" + +typedef std::bitset<15> StatusBits; +bool check_mother(ROOT::RVec genparticles, const int index, + const int mother_pdgid); + + +namespace whtautau_tripleselection { +auto compareForTriples(const ROOT::RVec &lep1pt, + const ROOT::RVec &lep1iso, + const ROOT::RVec &lep2pt, + const ROOT::RVec &lep2iso); +ROOT::RDF::RNode +buildtruegentriple(ROOT::RDF::RNode df, const std::string &statusflags, + const std::string &status, const std::string &pdgids, + const std::string &motherids, const std::string &pts, + const std::string &gentriple, const int mother_pdgid_1, const int mother_pdgid_23, + const int daughter_1_pdgid, const int daughter_2_pdgid, const int daughter_3_pdgid); +ROOT::RDF::RNode flagGoodTriples(ROOT::RDF::RNode df, const std::string &flagname, + const std::string &triplename); +ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, const std::string &recotriple, + const std::string &genindex_particle1, + const std::string &genindex_particle2, + const std::string &genindex_particle3, + const std::string &gentriple); +namespace three_flavor { +auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_leplep, const std::string &triple); +} // end namespace three_flavor +namespace two_flavor { +auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_leplep); +} // end namespace two_flavor +namespace lep_tautau { +auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_tautau); +} //end namespace lep_tautau +namespace lep1lep1_lep2 { +auto TripleSelectionAlgo(const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2); //end namespace lep1lep1_lep2 +} +namespace elemutau { +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_leplep); +ROOT::RDF::RNode TripleSelectionWOEle(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau); +} //end namespace elemutau +namespace mueletau { + ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_leplep); +}//end namespace mueletau +namespace mumutau { +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_leplep); +} +namespace mu_tautau { +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_tautau); +} +namespace ele_tautau { +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_tautau); +} +namespace mumuele { +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2); +} +namespace eleelemu { +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2); +} +} +#endif /* GUARD_TRIPLESELECTION_H */ \ No newline at end of file diff --git a/src/genparticles.cxx b/src/genparticles.cxx index 5503317b..2e4c0aee 100644 --- a/src/genparticles.cxx +++ b/src/genparticles.cxx @@ -18,7 +18,9 @@ enum class GenMatchingCode : int { IS_ELE_FROM_TAU = 3, IS_MUON_FROM_TAU = 4, IS_TAU_HAD_DECAY = 5, - IS_FAKE = 6 + IS_FAKE = 6, + IS_ELE_FROM_W = 7, + IS_MUON_FROM_W = 8 }; namespace genmatching { @@ -178,6 +180,199 @@ ROOT::RDF::RNode genmatching(ROOT::RDF::RNode df, const std::string &outputname, genparticles_mass, lepton_p4}); return df1; } +/** + * @brief implementation of the genmatching used in tau analyses, based + * on + * https://github.com/KIT-CMS/Artus/blob/dictchanges/KappaAnalysis/src/Utility/GeneratorInfo.cc + * implementation. The genmatches are represented as integer flags: + Decaytype | Value + ------------------|------- + NONE | -1, + IS_ELE_PROMPT | 1, + IS_MUON_PROMPT | 2, + IS_ELE_FROM_TAU | 3, + IS_MUON_FROM_TAU | 4, + IS_TAU_HAD_DECAY | 5, + IS_FAKE | 6 + IS_ELE_FROM_W | 7, + IS_MUON_FROM_W | 8 + + The genmatch is caluclated individually for each taupair candidate. + + * + * @param df The dataframe to be used for the genmatching. + * @param outputname The name of the output column. + * @param hadronicGenTaus The name of the column containing the hadronicGenTaus + from genmatching::tau::hadronicGenTaus + * @param genparticles_pdgid The name of the column containing the pdgids of the + genparticles + * @param genparticles_statusFlag The name of the column containing the + statusFlags of the genparticles + * @param genparticles_pt The name of the column containing the pT of the + genparticles + * @param genparticles_eta The name of the column containing the eta of the + genparticles + * @param genparticles_phi The name of the column containing the phi of the + genparticles + * @param genparticles_mass The name of the column containing the mass of the + genparticles + * @param lepton_p4 The name of the column containing the p4 of the lepton to be + genmatched + * @return a dataframe with the genmatching as a column named outputname + */ +ROOT::RDF::RNode genmatching_wh(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &hadronicGenTaus, + const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticle_motheridx, + const std::string &genparticles_status, + const std::string &lepton_p4) { + auto match_lepton = [](const std::vector &hadronicGenTaus, + const ROOT::RVec &pdgids, + const ROOT::RVec &mother_idx, + const ROOT::RVec &status_flags, + const ROOT::RVec &status, + const ROOT::RVec &pts, + const ROOT::RVec &etas, + const ROOT::RVec &phis, + const ROOT::RVec &masses, + const ROOT::Math::PtEtaPhiMVector &lepton_p4) { + // find closest lepton fulfilling the requirements + float min_delta_r = 9999; + int closest_genparticle_index = 0; + int closest_genparticle_mother_pdgid = 0; + int closest_genparticle_mother_statusFlag = 0; + int closest_genparticle_mother_status = 0; + for (unsigned int i = 0; i < pdgids.size(); i++) { + int pdgid = std::abs(pdgids.at(i)); + // check + // 1. if there is a gen electron or muon close to the lepton + // 2. that the genparticle pt is larger than 8 GeV + // 3. the genparticle is isPrompt (statusbit 0) or + // isDirectPromptTauDecayProduct (statusbit 5) + bool statusbit = (IntBits(status_flags.at(i)).test(0) || + IntBits(status_flags.at(i)).test(5)); + if ((pdgid == 11 || pdgid == 13) && pts.at(i) > 8 && statusbit) { + ROOT::Math::PtEtaPhiMVector gen_p4(pts.at(i), etas.at(i), + phis.at(i), masses.at(i)); + float delta_r = + ROOT::Math::VectorUtil::DeltaR(gen_p4, lepton_p4); + if (delta_r < min_delta_r) { + Logger::get("genmatching::tau::genmatching") + ->debug("pdgids {}, status {}, status_flags {}, mother_idx {}", pdgids, status, status_flags, mother_idx); + Logger::get("genmatching::tau::genmatching") + ->debug("mother_idx {}, pdgids {}, status {}, status_flags {}", mother_idx.at(i), pdgids.at(i), status_flags.at(i), status.at(i)); + if (mother_idx.at(i) == -1) { + closest_genparticle_index = i; + closest_genparticle_mother_pdgid = pdgids.at(i); + closest_genparticle_mother_status = status.at(i); + closest_genparticle_mother_statusFlag = status_flags.at(i); + min_delta_r = delta_r; + } + else { + closest_genparticle_index = i; + closest_genparticle_mother_pdgid = pdgids.at(mother_idx.at(i)); + closest_genparticle_mother_status = status.at(mother_idx.at(i)); + closest_genparticle_mother_statusFlag = status_flags.at(mother_idx.at(i)); + min_delta_r = delta_r; + } + } + } + } + Logger::get("genmatching::tau::genmatching") + ->debug("closest genlepton {} // DeltaR {}", + closest_genparticle_index, min_delta_r); + // now loop through the gentaus and check, if they are closer to the + // lepton than the closest lepton genparticle + for (auto hadronicGenTau : hadronicGenTaus) { + // check if the hadronicGenTau is closer to the lepton than the + // closest lepton genparticle + ROOT::Math::PtEtaPhiMVector hadronicGenTau_p4( + pts.at(hadronicGenTau), etas.at(hadronicGenTau), + phis.at(hadronicGenTau), masses.at(hadronicGenTau)); + float gentau_delta_r = + ROOT::Math::VectorUtil::DeltaR(hadronicGenTau_p4, lepton_p4); + // the decay is considered a hadronic decay (statusbit 5) if + // 1. the hadronicGenTau pt is larger than 15 GeV + // 2. the delta_r is smaller than 0.2 + // 3. the delta_r is smaller than the closest lepton genparticle + // delta_r + if (hadronicGenTau_p4.Pt() > 15 && gentau_delta_r < 0.2 && + gentau_delta_r < min_delta_r) { + // statusbit 5 is hadronic tau decay + Logger::get("genmatching::tau::genmatching") + ->debug( + "found hadronicGenTau closer than closest lepton: {}", + gentau_delta_r); + Logger::get("genmatching::tau::genmatching") + ->debug("IS_TAU_HAD_DECAY"); + return (int)GenMatchingCode::IS_TAU_HAD_DECAY; + } + } + // if it is not a hadronic decay, check if the lepton is close + // enough (deltaR < 0.2) + int closest_pdgid = std::abs(pdgids.at(closest_genparticle_index)); + if (min_delta_r < 0.2) { + bool prompt = + IntBits(status_flags.at(closest_genparticle_index)).test(0); + bool from_tau = + IntBits(status_flags.at(closest_genparticle_index)).test(5); + if (closest_pdgid == 11 && prompt) { + // statusbit 1 is prompt electron + if (abs(closest_genparticle_mother_pdgid) == 24){ + Logger::get("genmatching::tau::genmatching") + ->debug("IS_ELE_FROM_W"); + return (int)GenMatchingCode::IS_ELE_FROM_W; + } + else { + Logger::get("genmatching::tau::genmatching") + ->debug("IS_ELE_PROMPT"); + return (int)GenMatchingCode::IS_ELE_PROMPT; + } + } + if (closest_pdgid == 13 && prompt) { + // statusbit 2 is prompt muon + if (abs(closest_genparticle_mother_pdgid) == 24){ + Logger::get("genmatching::tau::genmatching") + ->debug("IS_MUON_FROM_W"); + return (int)GenMatchingCode::IS_MUON_FROM_W; + } + else { + Logger::get("genmatching::tau::genmatching") + ->debug("IS_MUON_PROMPT"); + return (int)GenMatchingCode::IS_MUON_PROMPT; + } + } + if (closest_pdgid == 11 && from_tau) { + // statusbit 3 is electron from tau + Logger::get("genmatching::tau::genmatching") + ->debug("IS_ELE_FROM_TAU"); + return (int)GenMatchingCode::IS_ELE_FROM_TAU; + } + if (closest_pdgid == 13 && from_tau) { + // statusbit 4 is muon from tau + Logger::get("genmatching::tau::genmatching") + ->debug("IS_MUON_FROM_TAU"); + return (int)GenMatchingCode::IS_MUON_FROM_TAU; + } + } + // if no genlepton was found within the deltaR < 0.2, return fake + // (statusbit 6) + Logger::get("genmatching::tau::genmatching")->debug("IS_FAKE"); + return (int)GenMatchingCode::IS_FAKE; + }; + + auto df1 = + df.Define(outputname, match_lepton, + {hadronicGenTaus, genparticles_pdgid, genparticle_motheridx, genparticles_statusFlag, genparticles_status, + genparticles_pt, genparticles_eta, genparticles_phi, + genparticles_mass, lepton_p4}); + return df1; +} /** * @brief function to find all hadronicGenTaus needed for the genmatching, based * on diff --git a/src/lorentzvectors.cxx b/src/lorentzvectors.cxx index 03b208bb..c2b18af5 100644 --- a/src/lorentzvectors.cxx +++ b/src/lorentzvectors.cxx @@ -115,5 +115,75 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, }; return df.Define(outputname, construct_metvector, {met_pt, met_phi}); } +/** + * @brief Function used to construct the missing transverse energy lorentz + * vector from the dileptonsystem from the Higgs boson in the full hadronic channel. + * + * @param df the input dataframe + * @param outputname name of the new column containing the missing transverse + * energy lorentz vector. + * @param inputvectors a vector of the two names of the columns containing the required lorentz vectors + * @return a new df, containing the new column + */ +/// Function to calculate the neutrino four vector from a pair of lorentz vectors (visible Higgs system) and +/// add it to the dataframe. see AN(HIG-19-010) +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value + +/// +/// \returns a dataframe with the new column +ROOT::RDF::RNode p4_miss_tt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) + return ROOT::Math::PtEtaPhiEVector(default_float,default_float,default_float, + default_float);; + auto dileptonsystem = p4_1 + p4_2; + auto dileptonsystem_scaled = 0.47*dileptonsystem; + ROOT::Math::PtEtaPhiEVector neutrinos_p4 = ROOT::Math::PtEtaPhiEVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), + dileptonsystem_scaled.E()); + return neutrinos_p4; + }, + inputvectors); +} +/** + * @brief Function used to construct the missing transverse energy lorentz + * vector from the dileptonsystem from the Higgs boson in the semi hadronic channel + * + * @param df the input dataframe + * @param outputname name of the new column containing the missing transverse + * energy lorentz vector. + * @param inputvectors a vector of the two names of the columns containing the required lorentz vectors + * @return a new df, containing the new column + */ +/// Function to calculate the neutrino four vector from a pair of lorentz vectors (visible Higgs system) and +/// add it to the dataframe. see AN(HIG-19-010) +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value + +/// +/// \returns a dataframe with the new column +ROOT::RDF::RNode p4_miss_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) + return ROOT::Math::PtEtaPhiEVector(default_float,default_float,default_float, + default_float);; + auto dileptonsystem = p4_1 + p4_2; + auto dileptonsystem_scaled = 0.69*dileptonsystem; + ROOT::Math::PtEtaPhiEVector neutrinos_p4 = ROOT::Math::PtEtaPhiEVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), + dileptonsystem_scaled.E()); + return neutrinos_p4; + }, + inputvectors); +} } // namespace lorentzvectors #endif /* GUARDLVECS_H */ \ No newline at end of file diff --git a/src/met.cxx b/src/met.cxx index 18c2d86a..72df6032 100644 --- a/src/met.cxx +++ b/src/met.cxx @@ -369,6 +369,105 @@ ROOT::RDF::RNode genBosonRapidity(ROOT::RDF::RNode df, }, {inputvector}); } +/** + * @brief Function used to propagate lepton corrections to the met. If the + energy of a lepton is corrected (via some scale factor) or due to a shift, + this change in energy has to be propagated to the met vector, and the met + vector has to be adapted accordingly. The met is recalculated via + @code + Recalculate Met with corrected lepton energies : + MetX_corrected = MetX + Px - Px_corrected + MetY_corrected = MetY + Py - Py_corrected + Met_corrected = sqrt(MetX_corrected * MetX_corrected + MetY_corrected * + MetY_corrected) + @endcode + * @param df the input dataframe + * @param met the uncorrected met lorentz vector + * @param p4_1_uncorrected the uncorrected lorentz vector of the first + lepton + * @param p4_2_uncorrected the uncorrected lorentz vector of the second + lepton + * @param p4_3_uncorrected the uncorrected lorentz vector of the third + lepton + * @param p4_1 the corrected lorentz vector of the first lepton + * @param p4_2 the corrected lorentz vector of the second lepton + * @param p4_3 the corrected lorentz vector of the third lepton + * @param outputname name of the column containing the corrected met lorentz + * @param apply_propagation if bool is set, the propagation is applied, if + not, the outputcolumn contains the original met value vector + * @return a new df containing the corrected met lorentz vector + */ +ROOT::RDF::RNode +propagateLeptonsToMet(ROOT::RDF::RNode df, const std::string &met, + const std::string &p4_1_uncorrected, + const std::string &p4_2_uncorrected, + const std::string &p4_3_uncorrected, + const std::string &p4_1, const std::string &p4_2, const std::string &p4_3, + const std::string &outputname, bool apply_propagation) { + auto scaleMet = [](const ROOT::Math::PtEtaPhiMVector &met, + const ROOT::Math::PtEtaPhiMVector &uncorrected_object, + const ROOT::Math::PtEtaPhiMVector &corrected_object) { + // We propagate the lepton corrections to the Met by scaling the x + // and y component of the Met according to the correction of the + // lepton Recalculate Met with corrected lepton energies : + // MetX_corrected = MetX + Px - Px_corrected + // MetY_corrected = MetY + Py - Py_corrected + // Met_corrected = sqrt(MetX_corrected * MetX_corrected + + // MetY_corrected + // * MetY_corrected) + float corr_x = uncorrected_object.Px() - corrected_object.Px(); + float corr_y = uncorrected_object.Py() - corrected_object.Py(); + float MetX = met.Px() + corr_x; + float MetY = met.Py() + corr_y; + Logger::get("propagateLeptonsToMet")->debug("corr_x {}", corr_x); + Logger::get("propagateLeptonsToMet")->debug("corr_y {}", corr_y); + Logger::get("propagateLeptonsToMet")->debug("MetX {}", MetX); + Logger::get("propagateLeptonsToMet")->debug("MetY {}", MetY); + ROOT::Math::PtEtaPhiMVector corrected_met; + corrected_met.SetPxPyPzE(MetX, MetY, 0, + std::sqrt(MetX * MetX + MetY * MetY)); + Logger::get("propagateLeptonsToMet") + ->debug("corrected_object pt - {}", corrected_object.Pt()); + Logger::get("propagateLeptonsToMet") + ->debug("uncorrected_object pt - {}", uncorrected_object.Pt()); + Logger::get("propagateLeptonsToMet")->debug("old met {}", met.Pt()); + Logger::get("propagateLeptonsToMet") + ->debug("corrected met {}", corrected_met.Pt()); + return corrected_met; + }; + if (apply_propagation) { + // first correct for the first lepton, store the met in an + // intermediate1 column + Logger::get("propagateLeptonsToMet") + ->debug("Setting up correction for first lepton {}", p4_1); + Logger::get("propagateLeptonsToMet") + ->debug("p4 uncorr. {}, p4 corr {}", p4_1_uncorrected,p4_1); + auto df1 = df.Define(outputname + "_intermediate1", scaleMet, + {met, p4_1_uncorrected, p4_1}); + // second correct for the second lepton with the p4_1 corrected met as input, store the met in an + // intermediate2 column + Logger::get("propagateLeptonsToMet") + ->debug("Setting up correction for second lepton {}", p4_2); + Logger::get("propagateLeptonsToMet") + ->debug("p4 uncorr. {}, p4 corr {}", p4_2_uncorrected,p4_2); + auto df2 = df1.Define(outputname + "_intermediate2", scaleMet, + {outputname + "_intermediate1", p4_2_uncorrected, p4_2}); + // after the third lepton correction, the correct output column is + // used + Logger::get("propagateLeptonsToMet") + ->debug("Setting up correction for third lepton {}", p4_3); + Logger::get("propagateLeptonsToMet") + ->debug("p4 uncorr. {}, p4 corr {}", p4_3_uncorrected,p4_3); + return df2.Define( + outputname, scaleMet, + {outputname + "_intermediate2", p4_3_uncorrected, p4_3}); + } else { + // if we do not apply the propagation, just rename the met column to + // the new outputname and dont change anything else + return basefunctions::rename(df, met, + outputname); + } +} /** * @brief Function used to propagate lepton corrections to the met. If the energy of a lepton is corrected (via some scale factor) or due to a shift, diff --git a/src/physicsobjects.cxx b/src/physicsobjects.cxx index 917dd5e5..6f5fdcbb 100644 --- a/src/physicsobjects.cxx +++ b/src/physicsobjects.cxx @@ -453,7 +453,25 @@ ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, {isolationName}); return df1; } - +/// Function to cut on muons based on the muon signature: isTracker or isGlobal +/// +/// \param[in] df the input dataframe +/// \param[in] isTracker name of the signature column in the NanoAOD +/// \param[in] isGlobal name of the signature column in the NanoAOD +/// \param[out] maskname the name of the new mask to be added as column to the +/// dataframe +/// +/// \return a dataframe containing the new mask +ROOT::RDF::RNode CutIsTrackerOrIsGlobal(ROOT::RDF::RNode df, const std::string &isTracker, const std::string &isGlobal, const std::string &maskname) { + auto lambda = [](const ROOT::RVec &tracker, const ROOT::RVec &global) { + ROOT::RVec mask = (tracker == 1 || global == 1); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("istracker {}, isglobal {}, mask {}", tracker, global, mask); + return mask; + }; + auto df1 = df.Define(maskname, lambda, {isTracker, isGlobal}); + return df1; +} /// Function to create a column of vector of random numbers between 0 and 1 /// with size of the input object collection /// diff --git a/src/quantities.cxx b/src/quantities.cxx index 7cd0d9bb..d09ecf79 100644 --- a/src/quantities.cxx +++ b/src/quantities.cxx @@ -153,6 +153,65 @@ ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, }, {pairname, chargecolumn}); } +/// Function to calculate the scalar sum of pts for given lorentz vectors and add it to the +/// dataframe +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value +/// \param inputvector name of the column containing the lorentz vector +/// +/// \returns a dataframe with the new column + +ROOT::RDF::RNode Lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &pt_1, const std::string &pt_2, const std::string &pt_3) { + // build scalar sum of pts of 3 objects + return df.Define( + outputname, + [](const float &pt_1, + const float &pt_2, const float &pt_3) { + if (pt_3 < 0.0 || pt_3 < 0.0 || pt_3 < 0.0) + return default_float; + auto const triple_lepton_pt = pt_1 + pt_2 + pt_3; + return (float)triple_lepton_pt; + }, + {pt_1, pt_2, pt_3}); +} +/** + * @brief function used to calculate the deltaPhi between two lorentz vectors. $\phi_1$ is from the first lorentz vector and $\phi_2$ is from the second lorentz vector. + * + * @param df name of the dataframe + * @param outputname name of the new column containing the deltaR value + * @param p_1_p4 first lorentz vector + * @param p_2_p4 second lorentz vector of + * @return a new dataframe with the new column + */ +ROOT::RDF::RNode deltaPhi(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &p_1_p4, const std::string &p_2_p4) { + auto calculate_deltaPhi = [](ROOT::Math::PtEtaPhiMVector &p_1_p4, + ROOT::Math::PtEtaPhiMVector &p_2_p4) { + return ROOT::Math::VectorUtil::DeltaPhi(p_1_p4, p_2_p4); + }; + return df.Define(outputname, calculate_deltaPhi, {p_1_p4, p_2_p4}); +} +/** + * @brief function used to calculate the deltaPhi between the lepton from a W and the visible Higgs decay products. $\phi_1$ is from the first lorentz vector and $\phi_2$ is from the second lorentz vector and \phi_3$ is from the third lorentz vector. + * + * @param df name of the dataframe + * @param outputname name of the new column containing the deltaR value + * @param p_1_p4 first lorentz vector + * @param p_2_p4 second lorentz vector + * @param p_3_p4 second lorentz vector + * @return a new dataframe with the new column + */ +ROOT::RDF::RNode deltaPhi_WH(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &p_1_p4, const std::string &p_2_p4, const std::string &p_3_p4) { + auto calculate_deltaPhi = [](ROOT::Math::PtEtaPhiMVector &p_1_p4, + ROOT::Math::PtEtaPhiMVector &p_2_p4, ROOT::Math::PtEtaPhiMVector &p_3_p4) { + auto const dileptonsystem = p_2_p4 + p_3_p4; + return ROOT::Math::VectorUtil::DeltaPhi(p_1_p4, dileptonsystem); + }; + return df.Define(outputname, calculate_deltaPhi, {p_1_p4, p_2_p4, p_3_p4}); +} /// Function to calculate the visible mass from a pair of lorentz vectors and /// add it to the dataframe. The visible mass is calculated as the mass of the /// lorentz vector of the dilepton system. @@ -304,7 +363,131 @@ ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, }, inputvectors); } +/// Function to calculate the Higgs boson mass from a pair of lorentz vectors (visible Higgs system) and the neutrino +/// four vector and +/// add it to the dataframe. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value +/// \param inputvectors a vector of the two names of the columns containing the +/// required lorentz vectors +/// +/// \returns a dataframe with the new column +ROOT::RDF::RNode m_tt_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + // build visible pt from the two particles + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2, + const ROOT::Math::PtEtaPhiEVector &p4_3) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0 || p4_3.pt() < 0.0) + return default_float; + auto const higgssystem = p4_1 + p4_2 + p4_3; + return (float)higgssystem.M(); + }, + inputvectors); +} +/// Function to calculate the pt of the composed system of all visible particles. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value +/// \param inputvectors a vector of the two names of the columns containing the +/// required lorentz vectors +/// +/// \returns a dataframe with the new column + +ROOT::RDF::RNode pt_123(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + // build visible pt from the three particles + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2, + const ROOT::Math::PtEtaPhiMVector &p4_3) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0 || p4_3.pt() < 0.0) + return default_float; + auto const pt_123 = p4_1 + p4_2 + p4_3; + return (float)pt_123.Pt(); + }, + inputvectors); +} +/// Function to calculate the pt of the W from a the visible lepton fourvector, the met four vector and the neutrino four vector from the Higgs system and +/// add it to the dataframe. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value +/// \param inputvectors a vector of the two names of the columns containing the +/// required lorentz vectors +/// +/// \returns a dataframe with the new column + +ROOT::RDF::RNode pt_W_lt(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + // build visible pt from the two particles + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2, + const ROOT::Math::PtEtaPhiEVector &p4_3) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0 || p4_3.pt() < 0.0) + return default_float; + auto const w_p4 = p4_1 + p4_2 - p4_3; + return (float)w_p4.Pt(); + }, + inputvectors); +} +/// Function to calculate the visible eta from a pair of lorentz vectors and +/// add it to the dataframe. The visible eta is calculated as eta of the +/// lorentz vector of the dilepton system. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value +/// \param inputvectors a vector of the two names of the columns containing the +/// required lorentz vectors +/// +/// \returns a dataframe with the new column + +ROOT::RDF::RNode eta_vis(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + // build visible pt from the two particles + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) + return default_float; + auto const dileptonsystem = p4_1 + p4_2; + return (float)dileptonsystem.eta(); + }, + inputvectors); +} +/// Function to calculate the visible phi from a pair of lorentz vectors and +/// add it to the dataframe. The visible phi is calculated as phi of the +/// lorentz vector of the dilepton system. +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the new column containing the pt value +/// \param inputvectors a vector of the two names of the columns containing the +/// required lorentz vectors +/// +/// \returns a dataframe with the new column + +ROOT::RDF::RNode phi_vis(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors) { + // build visible pt from the two particles + return df.Define( + outputname, + [](const ROOT::Math::PtEtaPhiMVector &p4_1, + const ROOT::Math::PtEtaPhiMVector &p4_2) { + if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) + return default_float; + auto const dileptonsystem = p4_1 + p4_2; + return (float)dileptonsystem.phi(); + }, + inputvectors); +} /** * @brief Function to calculate the quantity `pZetaMissVis` from the two leptons in the event + the met vector. The variable is defined as @@ -817,6 +1000,56 @@ ROOT::RDF::RNode is_global(ROOT::RDF::RNode df, const std::string &outputname, }, {pairname, globalflagcolumn}); } +/** + * @brief Function to writeout the is tracker flag of a muon. + * + * @param df the dataframe to add the quantity to + * @param outputname the name of the new quantity + * @param position position of the muon in the pair vector + * @param pairname name of the column containing the pair vector + * @param trackerflagcolumn name of the column containing the muon is global flag + * @return a dataframe with the new column + */ +ROOT::RDF::RNode is_tracker(ROOT::RDF::RNode df, const std::string &outputname, + const int &position, const std::string &pairname, + const std::string &trackerflagcolumn) { + Logger::get("muonIsTrackerflag") + ->debug( + "is tracker pos {}", position); + return df.Define(outputname, + [position](const ROOT::RVec &pair, + const ROOT::RVec &trackerflag) { + const int index = pair.at(position, -1); + return trackerflag.at(index, false); + }, + {pairname, trackerflagcolumn}); +} } // end namespace muon +namespace electron { +/** + * @brief Function to writeout the id of a electron. + * + * @param df the dataframe to add the quantity to + * @param outputname the name of the new quantity + * @param position position of the muon in the pair vector + * @param pairname name of the column containing the pair vector + * @param idcolumn name of the column containing the muon id values + * @return a dataframe with the new column + */ +ROOT::RDF::RNode id(ROOT::RDF::RNode df, const std::string &outputname, + const int &position, const std::string &pairname, + const std::string &idcolumn) { + Logger::get("electronIDflag") + ->debug( + "ele ID position {}", position); + return df.Define( + outputname, + [position](const ROOT::RVec &pair, const ROOT::RVec &id) { + const int index = pair.at(position, -1); + return id.at(index, false); + }, + {pairname, idcolumn}); +} +} // end namespace electron } // end namespace quantities #endif /* GUARD_QUANTITIES_H */ \ No newline at end of file diff --git a/src/tripleselection.cxx b/src/tripleselection.cxx new file mode 100644 index 00000000..b84d0527 --- /dev/null +++ b/src/tripleselection.cxx @@ -0,0 +1,1279 @@ +#ifndef GUARD_TRIPLESELECTION_H +#define GUARD_TRIPLESELECTION_H + +#include "../include/utility/Logger.hxx" +#include "../include/utility/utility.hxx" +#include "../include/pairselection.hxx" +#include "ROOT/RDFHelpers.hxx" +#include "ROOT/RDataFrame.hxx" +#include "ROOT/RVec.hxx" +#include "TVector2.h" +#include "bitset" +#include +#include + +typedef std::bitset<15> StatusBits; +namespace whtautau_tripleselection { +/// Function used to sort two particles based on the isolation and the +/// pt of the two particles. The function is used as the ordering +/// function for the +/// [ROOT::VecOps::Sort()](https://root.cern.ch/doc/master/group__vecops.html#ga882439c2ff958157d2990b52dd76f599) +/// algorithm. If two quantities are the same within a given epsilon of +/// 1e-5, the next criterion is applied. The sorting is done using the +/// following criterion odering: +/// -# Isolation of the first particle +/// -# pt of the first particle +/// -# Isolation of the second particle +/// -# pt of the second particle +/// +/// \param lep1pt `ROOT::RVec` containing pts of the first +/// particle +/// \param lep1iso `ROOT::RVec` containing isolations of +/// the first particle +/// \param lep2pt `ROOT::RVec` containing pts +/// of the second particle +/// \param lep2iso `ROOT::RVec` containing +/// isolations of the second particle +/// +/// \returns true or false based on the particle ordering. +auto compareForTriples(const ROOT::RVec &lep1pt, + const ROOT::RVec &lep1iso, + const ROOT::RVec &lep2pt, + const ROOT::RVec &lep2iso) { + return [lep1pt, lep1iso, lep2pt, lep2iso](auto value_next, + auto value_previous) { + Logger::get("PairSelectionCompare")->debug("lep1 Pt: {}", lep1pt); + Logger::get("PairSelectionCompare")->debug("lep1 Iso: {}", lep1iso); + Logger::get("PairSelectionCompare")->debug("lep2 Pt: {}", lep2pt); + Logger::get("PairSelectionCompare")->debug("lep2 Iso: {}", lep2iso); + bool result = false; + Logger::get("PairSelectionCompare") + ->debug("Next pair: {}, {}", std::to_string(value_next.first), + std::to_string(value_next.second)); + Logger::get("PairSelectionCompare") + ->debug("Previous pair: {}, {}", + std::to_string(value_previous.first), + std::to_string(value_previous.second)); + const auto i1_next = value_next.first; + const auto i1_previous = value_previous.first; + Logger::get("PairSelectionCompare") + ->debug("i1_next: {}, i1_previous : {}", i1_next, i1_previous); + // start with lep1 isolation + const auto iso1_next = lep1iso.at(i1_next); + const auto iso1_previous = lep1iso.at(i1_previous); + Logger::get("PairSelectionCompare") + ->debug("Isolations: {}, {}", iso1_next, iso1_previous); + if (not utility::ApproxEqual(iso1_next, iso1_previous)) { + result = iso1_next > iso1_previous; + } else { + // if too similar, compare lep1 pt + Logger::get("PairSelectionCompare") + ->debug("Isolation lep 1 too similar, taking pt 1"); + const auto pt1_next = lep1pt.at(i1_next); + const auto pt1_previous = lep1pt.at(i1_previous); + if (not utility::ApproxEqual(pt1_next, pt1_previous)) { + result = pt1_next > pt1_previous; + } else { + // if too similar, compare lep2 iso + const auto i2_next = value_next.second; + const auto i2_previous = value_previous.second; + Logger::get("PairSelectionCompare") + ->debug("Pt lep 1 too similar, taking lep2 iso"); + const auto iso2_next = lep2iso.at(i2_next); + const auto iso2_previous = lep2iso.at(i2_previous); + if (not utility::ApproxEqual(iso2_next, iso2_previous)) { + result = iso2_next > iso2_previous; + } else { + // if too similar, compare lep2 pt + Logger::get("PairSelectionCompare") + ->debug("Isolation lep 2 too similar, taking pt 2"); + const auto pt2_next = lep2pt.at(i2_next); + const auto pt2_previous = lep2pt.at(i2_previous); + result = pt2_next > pt2_previous; + } + } + } + Logger::get("PairSelectionCompare") + ->debug("Returning result {}", result); + return result; + }; +} +/** + * @brief Function used to build a triple of GenParticles from the selected + * triple. This uses the references of the reco particles to the gen + * particles. + * + * @param df the Dataframe + * @param recopair the column containing the DiTauPair vector + * @param genindex_particle1 the column containing the index of the GenParticle + * reference for the first pair particle + * @param genindex_particle2 the column containing the index of the GenParticle + * reference for the second pair particle + * @param genindex_particle3 the column containing the index of the GenParticle + * reference for the second pair particle + * @param gentriple name of the new column containing the Gentriple + * @return a new Dataframe with the Gentriple column + */ +ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, const std::string &recotriple, + const std::string &genindex_particle1, + const std::string &genindex_particle2, + const std::string &genindex_particle3, + const std::string &gentriple) { + auto getGenTriple = [](const ROOT::RVec &recotriple, + const ROOT::RVec &genindex_particle1, + const ROOT::RVec &genindex_particle2, const ROOT::RVec &genindex_particle3) { + ROOT::RVec gentriple = {-1, -1, -1}; + Logger::get("buildgentriple")->debug("existing Triple: {}", recotriple); + gentriple[0] = genindex_particle1.at(recotriple.at(0), -1); + gentriple[1] = genindex_particle2.at(recotriple.at(1), -1); + gentriple[2] = genindex_particle3.at(recotriple.at(2), -1); + Logger::get("buildgentriple") + ->debug("matching GenTriple: {}", gentriple); + return gentriple; + }; + return df.Define(gentriple, getGenTriple, + {recotriple, genindex_particle1, genindex_particle2, genindex_particle3}); +} +/** + * @brief Function to get the true gen-level triple from the event. The + * triple is build by searching for the gen mother particles and the three requested + * daughter particles. For each stable daughter particle found in the collection + of gen particles, it is checked if the particle is a daughter of the requested + mother particle. + * + * @param df the Dataframe + * @param statusflags the column containing the status flags of the gen + particles + * @param status the column containing the status of the genparticles (status=1 + means stable) + * @param pdgids the column containing the PDGID of the gen particles + * @param motherids the column containing the index of the mother particle of + the gen particles + * @param pts the column containing the pt of the gen particles (used for + sorting the particles by pt) + * @param gentriple the output column containing the index of the two selected gen + particles + * @param mother_pdgid_1 the PDGID of the mother particle of the first particle + * @param mother_pdgid_23 the PDGID of the mother particle of the second and third particle + * @param daughter_1_pdgid the PDGID of the first daughter particle + * @param daughter_2_pdgid the PDGID of the second daughter particle + * @param daughter_3_pdgid the PDGID of the third daughter particle + * @return auto the new Dataframe with the genpair column + */ +ROOT::RDF::RNode +buildtruegentriple(ROOT::RDF::RNode df, const std::string &statusflags, + const std::string &status, const std::string &pdgids, + const std::string &motherids, const std::string &pts, + const std::string &gentriple, const int mother_pdgid_1, const int mother_pdgid_23, + const int daughter_1_pdgid, const int daughter_2_pdgid, const int daughter_3_pdgid) { + + auto getTrueGenTriple = [mother_pdgid_1, mother_pdgid_23, daughter_1_pdgid, + daughter_2_pdgid, daughter_3_pdgid](const ROOT::RVec &statusflags, + const ROOT::RVec &status, + const ROOT::RVec &pdgids, + const ROOT::RVec &motherids, + const ROOT::RVec &pts) { + ROOT::RVec gentriple = {-1, -1, -1}; + + // first we build structs, one for each genparticle + Logger::get("buildtruegentriple") + ->debug("Starting to build True Gentriple for event"); + ROOT::RVec genparticles; + for (int i = 0; i < statusflags.size(); ++i) { + GenParticle genparticle; + genparticle.index = i; + genparticle.status = status.at(i); + genparticle.statusflag = StatusBits(statusflags.at(i)); + genparticle.pdgid = abs(pdgids.at(i)); + genparticle.motherid = motherids.at(i); + genparticles.push_back(genparticle); + } + Logger::get("buildtruegentriple")->debug("genparticles: "); + for (auto &genparticle : genparticles) { + Logger::get("buildtruegentriple") + ->debug("|--------------------------------------------"); + Logger::get("buildtruegentriple") + ->debug("| Index: {}", genparticle.index); + Logger::get("buildtruegentriple") + ->debug("| Status: {}", genparticle.status); + Logger::get("buildtruegentriple") + ->debug("| Statusflag: {}", genparticle.statusflag); + Logger::get("buildtruegentriple") + ->debug("| Pdgid: {}", genparticle.pdgid); + Logger::get("buildtruegentriple") + ->debug("| motherid: {}", genparticle.motherid); + Logger::get("buildtruegentriple") + ->debug("|--------------------------------------------"); + } + auto gen_candidates_1 = ROOT::VecOps::Filter( + genparticles, [daughter_1_pdgid](const GenParticle &genparticle) { + return (daughter_1_pdgid == genparticle.pdgid) && + (genparticle.status == 1); + }); + auto gen_candidates_2 = ROOT::VecOps::Filter( + genparticles, [daughter_2_pdgid](const GenParticle &genparticle) { + return (daughter_2_pdgid == genparticle.pdgid) && + (genparticle.status == 1); + }); + auto gen_candidates_3 = ROOT::VecOps::Filter( + genparticles, [daughter_3_pdgid](const GenParticle &genparticle) { + return (daughter_3_pdgid == genparticle.pdgid) && + (genparticle.status == 1); + }); + // in the case of three different daughter particles, we need find + // each one seperately + for (const auto &gen_candidate_1 : gen_candidates_1) { + if (check_mother(genparticles, gen_candidate_1.index, + mother_pdgid_1)) { + gentriple[0] = gen_candidate_1.index; + break; + } + } + for (const auto &gen_candidate_2 : gen_candidates_2) { + if (check_mother(genparticles, gen_candidate_2.index, + mother_pdgid_23)) { + gentriple[1] = gen_candidate_2.index; + break; + } + } + for (const auto &gen_candidate_3 : gen_candidates_3) { + if (check_mother(genparticles, gen_candidate_3.index, + mother_pdgid_23)) { + gentriple[2] = gen_candidate_3.index; + break; + } + } + Logger::get("buildtruegentriple") + ->debug("Selected Particles: {} {} {}", gentriple[0], gentriple[1], gentriple[2]); + if (gentriple[0] != -1 && gentriple[1] != -1 && gentriple[2] != -1) { + Logger::get("buildtruegentriple") + ->debug("viable daughter particles found"); +// return gentriple; + } + return gentriple; + }; + return df.Define(gentriple, getTrueGenTriple, + {statusflags, status, pdgids, motherids, pts}); +} +/// This function flags events, where a suitable particle triple is found. +/// A triple is considered suitable, if a TripleSelectionAlgo (like +/// whtautau_tripleselection::three_flavor::TripleSelectionAlgo) returns indices, that are +/// not -1. Events, where any of the particle indices is -1 are vetoed +/// by this filter. +/// +/// \param df The input dataframe +/// \param flagname The name of the generated flag column +/// \param pairname The name of the column, containing the indices of the +/// particles in the particle quantity vectors. +/// \returns a dataframe with the +/// new flag +ROOT::RDF::RNode flagGoodTriples(ROOT::RDF::RNode df, const std::string &flagname, + const std::string &triplename) { + using namespace ROOT::VecOps; + return df.Define( + flagname, + [](const ROOT::RVec &triple) { return bool(Min(triple) >= 0); }, + {triplename}); +} +namespace three_flavor { +/// Implementation of the triple selection algorithm. First, only events +/// that contain at least two goodleptons and one goodTau are considered. +/// Events contain at least two good leptons and one good tau, if the +/// the two leptonmasks have nonzero elements. These masks are +/// constructed using the functions from the physicsobject namespace +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. +/// Events with two good electrons or two good muons are vetos immediately. +/// For the fake rate estimation, base leptons are also considered. +/// +/// \returns an `ROOT::RVec` with three values, the first one beeing +/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_leplep, const std::string &triple) { + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("Setting up algorithm"); + return [mindeltaR_leptau, mindeltaR_leplep, triple](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &electron_pt, + const ROOT::RVec &electron_eta, + const ROOT::RVec &electron_phi, + const ROOT::RVec &electron_mass, + const ROOT::RVec &electron_iso, + const ROOT::RVec &muon_pt, + const ROOT::RVec &muon_eta, + const ROOT::RVec &muon_phi, + const ROOT::RVec &muon_mass, + const ROOT::RVec &muon_iso, + const ROOT::RVec &good_electron_mask, + const ROOT::RVec &base_electron_mask, + const ROOT::RVec &good_muon_mask, + const ROOT::RVec &base_muon_mask, + const ROOT::RVec &tau_mask) { + + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("masks: org tau {}, good ele {}, good mu {}", tau_mask, good_electron_mask, good_muon_mask); + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("base masks: base ele {}, base mu {}", base_electron_mask, base_muon_mask); + ROOT::RVec selected_triple = {-1, -1, -1}; + //get indices of candidates that pass the given mask + const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); + const auto ind_good_electrons = + ROOT::VecOps::Nonzero(good_electron_mask); + const auto ind_good_muons = ROOT::VecOps::Nonzero(good_muon_mask); + const auto ind_base_electrons = + ROOT::VecOps::Nonzero(base_electron_mask); + const auto ind_base_muons = ROOT::VecOps::Nonzero(base_muon_mask); + // if the event has more than 2 good leptons or no good tau or no base leptons decline the event + if (original_tau_indices.size() < 1 or + ind_good_electrons.size() > 1 or + ind_good_muons.size() > 1 or ind_base_electrons.size() < 1 or ind_base_muons.size() < 1) { + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("no valid triple found"); + return selected_triple; + } + + ROOT::RVec selected_ele_indices; + ROOT::RVec selected_mu_indices; + const auto base_ele_iso = + ROOT::VecOps::Take(electron_iso, ind_base_electrons); + const auto base_mu_iso = + ROOT::VecOps::Take(muon_iso, ind_base_muons); + // if the event contains exactly one good lepton from each flavor, these are chosen (signal region). If at least one lepton fails the good lepton requirements, the event is chosen for the fake rate measurements + if (ind_good_electrons.size() == 1) { + selected_ele_indices.push_back(ind_good_electrons.at(0)); + } + else { + // sort base leptons in their isolation in ascending order + const auto sorted_base_ele_idx = ROOT::VecOps::Argsort(base_ele_iso); + for (const auto &ele_cand : sorted_base_ele_idx){ + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("index ele cand {}, sorted ele {}, base ele iso {}, ind_base_electrons {}, base ele iso {}", ele_cand,sorted_base_ele_idx, base_ele_iso, ind_base_electrons, electron_iso); + selected_ele_indices.push_back(ind_base_electrons.at(ele_cand)); + } + } + if (ind_good_muons.size() == 1) { + selected_mu_indices.push_back(ind_good_muons.at(0)); + } + else { + // sort base leptons by their isolation in ascending order + const auto sorted_base_mu_idx = ROOT::VecOps::Argsort(base_mu_iso); + for (auto &mu_cand : sorted_base_mu_idx){ + Logger::get("three_flavor::TripleSmuctionAlgo") + ->debug("index mu cand {}, sorted mu {}, base_mu_iso {}", mu_cand,sorted_base_mu_idx, base_mu_iso); + selected_mu_indices.push_back(ind_base_muons.at(mu_cand)); + } + } + + // const auto selected_tau_pt = + // ROOT::VecOps::Take(tau_pt, original_tau_indices); + const auto selected_tau_iso = + ROOT::VecOps::Take(tau_iso, original_tau_indices); + + // sort hadronic taus by their deeptau vs. jets score in descending order + const auto sorted_tau_idx = ROOT::VecOps::Argsort( + -1. * selected_tau_iso); + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("sorted taus {}", sorted_tau_idx); + + //Construct four vectors of the three candidates and check the DeltaR requirements. Triples are rejected if the candidates are too close. Since the hadronic tau has to be good also in the jet to lepton fake rate estimation, the for loop starts with the taus, that are sorted by isolation. As muons are required to be either global or tracker, the muon ID is tighter compared to electrons. therefore the muon for loop follows. For the signal region the algorithm has no effect, since we select exaclty one good lepton. + for (auto &candidate_tau : sorted_tau_idx) { + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("{} debuging1 {}", original_tau_indices.at(candidate_tau), sorted_tau_idx.at(candidate_tau)); + ROOT::Math::PtEtaPhiMVector tau = ROOT::Math::PtEtaPhiMVector( + tau_pt.at(original_tau_indices.at(candidate_tau)), tau_eta.at(original_tau_indices.at(candidate_tau)), tau_phi.at(original_tau_indices.at(candidate_tau)), + tau_mass.at(original_tau_indices.at(candidate_tau))); + for (auto &candidate_mu : selected_mu_indices) { + ROOT::Math::PtEtaPhiMVector muon = ROOT::Math::PtEtaPhiMVector( + muon_pt.at(candidate_mu), muon_eta.at(candidate_mu), + muon_phi.at(candidate_mu), muon_mass.at(candidate_mu)); + for (auto &candidate_ele : selected_ele_indices) { + ROOT::Math::PtEtaPhiMVector electron = ROOT::Math::PtEtaPhiMVector( + electron_pt.at(candidate_ele), electron_eta.at(candidate_ele), + electron_phi.at(candidate_ele), electron_mass.at(candidate_ele)); + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("deltaR electron muon {}", ROOT::Math::VectorUtil::DeltaR(electron, muon)); + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("DeltaR(electron, tau): {}", ROOT::Math::VectorUtil::DeltaR(electron, tau)); + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("DeltaR(muon, tau): {}", ROOT::Math::VectorUtil::DeltaR(muon, tau)); + if (ROOT::Math::VectorUtil::DeltaR(electron, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(muon, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(electron, muon) > mindeltaR_leplep) { + Logger::get("three_flavor::TripleSmuctionAlgo") + ->debug("indices of selected candidates: muon {}, electron {}, tau {}", candidate_mu, candidate_ele, original_tau_indices.at(candidate_tau)); + if ((triple == "emt") && (muon.Pt() > electron.Pt())) { + // only select triples with the pt_electron > pt_muon + return selected_triple; + } + else if ((triple == "met") && (electron.Pt() > muon.Pt())) { + // only select triples with the pt_muon > pt_electron + return selected_triple; + } + else if ((triple == "emt") && (muon.Pt() < electron.Pt())) { + selected_triple = {static_cast(candidate_ele), static_cast(candidate_mu), + static_cast(original_tau_indices.at(candidate_tau))}; + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("valid triple found {}", selected_triple); + return selected_triple; + } + else if ((triple == "met") && (electron.Pt() < muon.Pt())) { + selected_triple = {static_cast(candidate_mu), static_cast(candidate_ele), + static_cast(original_tau_indices.at(candidate_tau))}; + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("valid triple found {}", selected_triple); + return selected_triple; + } + } + else { + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("building failed because of deltaR requirements"); + } + } + } + } + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("no valid triple found {}", selected_triple); + return selected_triple; + }; +} // end namespace TripleSelectionAlgo + +/// Implementation of the triple selection algorithm without considering electrons to compare the results of the emt channel with the higgs to tau tau algorithm (mt channel). First, only events +/// that contain at least two goodleptons and one goodTau are considered. +/// Events contain at least two good leptons and one good tau, if the +/// tau_mask the two leptonmasks have nonzero elements. These masks are +/// constructed using the functions from the physicsobject namespace +/// (e.g. physicsobject::CutPt). +/// To estimate the jet to lepton fake rate, we select also events with base leptons +/// \returns an `ROOT::RVec` with three values, the first one beeing +/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. +auto TripleSelectionWithoutEleAlgo(const float &mindeltaR_leptau) { + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("Setting up algorithm"); + return [mindeltaR_leptau](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &electron_pt, + const ROOT::RVec &electron_eta, + const ROOT::RVec &electron_phi, + const ROOT::RVec &electron_mass, + const ROOT::RVec &electron_iso, + const ROOT::RVec &muon_pt, + const ROOT::RVec &muon_eta, + const ROOT::RVec &muon_phi, + const ROOT::RVec &muon_mass, + const ROOT::RVec &electron_mask, + const ROOT::RVec &muon_mask, + const ROOT::RVec &tau_mask) { + // first entry is the lepton index, + // second entry is the tau index + ROOT::RVec selected_triple = {-1, -2, -2}; + const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); + const auto original_electron_indices = + ROOT::VecOps::Nonzero(electron_mask); + const auto original_muon_indices = ROOT::VecOps::Nonzero(muon_mask); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("masks: org tau {}, org ele {}, org mu {}", tau_mask, electron_mask, muon_mask); + + // only select events with one good muon and one good electron and at least one tau + if (original_tau_indices.size() < 1 or + original_muon_indices.size() != 1) { + return selected_triple; + } + const auto selected_tau_pt = + ROOT::VecOps::Take(tau_pt, original_tau_indices); + const auto selected_tau_iso = + ROOT::VecOps::Take(tau_iso, original_tau_indices); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("Running algorithm on good taus and leptons"); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("original electron indices {}", original_electron_indices); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("original muon indices {}", original_muon_indices); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("original tau indices {}", original_tau_indices); + + // sort hadronic taus by their deeptau vs. jets score in descending order + const auto sorted_tau_idx = ROOT::VecOps::Argsort( + -1. * selected_tau_iso); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("sorted taus {}", sorted_tau_idx); + + // construct the four vectors of the selected leptons + if (original_electron_indices.size() > 0) { + // sort electrons by their isolation in descending order + const auto selected_ele_iso = + ROOT::VecOps::Take(electron_iso, original_electron_indices); + const auto sorted_ele_iso = ROOT::VecOps::Argsort( + selected_ele_iso); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("sorted eles {}", sorted_ele_iso); + ROOT::Math::PtEtaPhiMVector electron = ROOT::Math::PtEtaPhiMVector( + electron_pt.at(original_electron_indices.at(sorted_ele_iso.at(0))), electron_eta.at(original_electron_indices.at(sorted_ele_iso.at(0))), + electron_phi.at(original_electron_indices.at(sorted_ele_iso.at(0))), electron_mass.at(original_electron_indices.at(sorted_ele_iso.at(0)))); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("{} electron vector: {}", original_electron_indices, electron); + } + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("muon pts: {}", muon_pt); + ROOT::Math::PtEtaPhiMVector muon = ROOT::Math::PtEtaPhiMVector( + muon_pt.at(original_muon_indices.at(0)), muon_eta.at(original_muon_indices.at(0)), + muon_phi.at(original_muon_indices.at(0)), muon_mass.at(original_muon_indices.at(0))); + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("{} muon vector: {}", original_muon_indices, muon); + + //Construct four vectors of hadronic tau candidates and check the DeltaR requirements to the leptons. Triples are rejected if the candidates are too close + for (auto &candidate : sorted_tau_idx) { + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("{} debuging1 {}", original_tau_indices.at(candidate), sorted_tau_idx.at(candidate)); + ROOT::Math::PtEtaPhiMVector tau = ROOT::Math::PtEtaPhiMVector( + tau_pt.at(original_tau_indices.at(candidate)), tau_eta.at(original_tau_indices.at(candidate)), tau_phi.at(original_tau_indices.at(candidate)), + tau_mass.at(original_tau_indices.at(candidate))); + if (ROOT::Math::VectorUtil::DeltaR(muon, tau) > mindeltaR_leptau) { + if (original_electron_indices.size() > 0) { + selected_triple = {static_cast(original_electron_indices.at(0)), static_cast(original_muon_indices.at(0)), + static_cast(original_tau_indices.at(candidate))}; + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("selected triple {}", selected_triple); + } + else { + selected_triple = {-1, static_cast(original_muon_indices.at(0)), + static_cast(original_tau_indices.at(candidate))}; + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("selected triple {}", selected_triple); + } + break; + } + } + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("Final triple {} {} {}", selected_triple[0], selected_triple[1], selected_triple[2]); + return selected_triple; + }; +} // end namespace TripleSelectionWithoutElectronAlgo +} // end namespace three_flavor +namespace two_flavor { + +/// Implementation of the triple selection algorithm. First, only events +/// that contain at least two goodleptons with same flavour and one goodTau are considered. +/// Events contain at least two good leptons and one good tau, if the +/// the leptonmask and the taumask have nonzero elements. These masks are +/// constructed using the functions from the physicsobject namespace +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. +/// To estimate the jet to lepton fake rate, we select also events with base leptons +/// \returns an `ROOT::RVec` with three values, the first one beeing +/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + Logger::get("two_flavor::TripleSelectionAlgo") + ->debug("Setting up algorithm"); + return [mindeltaR_leptau, mindeltaR_leplep](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &muon_pt, + const ROOT::RVec &muon_eta, + const ROOT::RVec &muon_phi, + const ROOT::RVec &muon_mass, + const ROOT::RVec &muon_iso, + const ROOT::RVec &good_muon_mask, + const ROOT::RVec &base_muon_mask, + const ROOT::RVec &tau_mask) { + + ROOT::RVec selected_triple = {-1, -1, -1}; + const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); + const auto ind_good_muons = ROOT::VecOps::Nonzero(good_muon_mask); + const auto ind_base_muons = ROOT::VecOps::Nonzero(base_muon_mask); + Logger::get("two_flavor::TripleSelectionAlgo") + ->debug("good masks: tau {}, mu {}", tau_mask, good_muon_mask); + Logger::get("two_flavor::TripleSelectionAlgo") + ->debug("base mask: mu {}", base_muon_mask); + // reject events with more than two good muons or less than one good tau or less than two base muons + if (original_tau_indices.size() < 1 or + ind_good_muons.size() > 2 or ind_base_muons.size() < 2) { + Logger::get("two_flavor::TripleSelectionAlgo") + ->debug("no valid triple found"); + return selected_triple; + } + ROOT::RVec selected_mu_indices; + const auto base_mu_iso = + ROOT::VecOps::Take(muon_iso, ind_base_muons); + // if the event contains exactly two good muons, these are chosen (for signal region). In the case, that only bad muons or only one good muon are contained in the event, the most isolated muons from the base muon selection are chosen first for the triple (for fake rate estimation) + if (ind_good_muons.size() == 2) { + selected_mu_indices.push_back(ind_good_muons.at(0)); + selected_mu_indices.push_back(ind_good_muons.at(1)); + Logger::get("three_flavor::TripleSmuctionAlgo") + ->debug("two good muons found"); + } + else { + // sort base leptons in their isolation in ascending order + const auto sorted_base_mu_idx = ROOT::VecOps::Argsort(base_mu_iso); + for (auto &mu_cand : sorted_base_mu_idx){ + Logger::get("three_flavor::TripleSmuctionAlgo") + ->debug("mu cand {}, sorted mu {}, base_mu_iso {}", mu_cand,sorted_base_mu_idx, base_mu_iso); + selected_mu_indices.push_back(ind_base_muons.at(mu_cand)); + } + } + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("Running algorithm on good taus and leptons"); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("selected muon indices {}", selected_mu_indices); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("original tau indices {}", original_tau_indices); + + const auto selected_tau_iso = + ROOT::VecOps::Take(tau_iso, original_tau_indices); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("tau mask {}", tau_mask); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("selected tau iso {}", selected_tau_iso); + + // sort hadronic taus by their deeptau vs. jets score in descending order + const auto sorted_tau_idx = ROOT::VecOps::Argsort( + -1. * selected_tau_iso); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("sorted taus {}", sorted_tau_idx); + + //Construct four vectors of hadronic tau and muon candidates and check the DeltaR requirements. Triples are rejected if the candidates are too close. For the signal region exactly two good muons are required, therefore the loops over the muons have no influence on the pairing. For the fake rate region, more muons are allowed. The algorithm prefers triples with the most isolated muon. + for (auto &candidate_tau : sorted_tau_idx) { + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("original_tau_indices.at(candidate_tau) {}, sorted_tau_idx.at(candidate_tau) {}", original_tau_indices.at(candidate_tau), sorted_tau_idx.at(candidate_tau)); + ROOT::Math::PtEtaPhiMVector tau = ROOT::Math::PtEtaPhiMVector( + tau_pt.at(original_tau_indices.at(candidate_tau)), tau_eta.at(original_tau_indices.at(candidate_tau)), tau_phi.at(original_tau_indices.at(candidate_tau)), + tau_mass.at(original_tau_indices.at(candidate_tau))); + for (int i=0; idebug("DeltaR(muon_1, tau): {}",ROOT::Math::VectorUtil::DeltaR(muon_1, tau)); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("DeltaR(muon_2, tau): {}", ROOT::Math::VectorUtil::DeltaR(muon_2, tau)); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("DeltaR(muon_1, muon_2): {}", ROOT::Math::VectorUtil::DeltaR(muon_1, muon_2)); + if (ROOT::Math::VectorUtil::DeltaR(muon_1, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(muon_2, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(muon_1, muon_2) > mindeltaR_leplep) { + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("pt muon_1 {}, pt muon_2 {}", muon_1.Pt(), muon_2.Pt()); + if (muon_1.Pt() > muon_2.Pt()) { + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("Selected original triple indices: mu_1 = {}, mu_2 = {} , tau = {}", selected_mu_indices.at(i), selected_mu_indices.at(j), original_tau_indices.at(candidate_tau)); + selected_triple = {static_cast(selected_mu_indices.at(i)), static_cast(selected_mu_indices.at(j)), static_cast(original_tau_indices.at(candidate_tau))}; + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("selected triple {}", selected_triple); + } + else { + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("Selected original triple indices: mu_1 = {}, mu_2 = {} , tau = {}", selected_mu_indices.at(j), selected_mu_indices.at(i), original_tau_indices.at(candidate_tau)); + selected_triple = {static_cast(selected_mu_indices.at(j)), static_cast(selected_mu_indices.at(i)), static_cast(original_tau_indices.at(candidate_tau))}; + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("selected triple {}", selected_triple); + } + return selected_triple; + } + } + } + } + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("no valid triple found {}", selected_triple); + return selected_triple; + }; +} // end namespace TripleSelectionAlgo +} // end namespace two_flavor +namespace lep_tautau { + +/// Implementation of the triple selection algorithm. First, only events +/// that contain one good lepton and at least two good taus are considered. +/// Events contain one good lepton and at least two good taus, if the +/// tau_mask and the leptonmask have nonzero elements. These masks are +/// constructed using the functions from the physicsobject namespace +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. +/// +/// \returns an `ROOT::RVec` with three values, the first one beeing +/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_tautau) { + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Setting up algorithm"); + return [mindeltaR_leptau, mindeltaR_tautau](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &lepton_pt, + const ROOT::RVec &lepton_eta, + const ROOT::RVec &lepton_phi, + const ROOT::RVec &lepton_mass, + const ROOT::RVec &lepton_mask, + const ROOT::RVec &tau_mask) { + + ROOT::RVec selected_triple = {-1, -1, -1}; + const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); + const auto original_lepton_indices = ROOT::VecOps::Nonzero(lepton_mask); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("masks: org tau {}, org lepton {}", tau_mask, lepton_mask); + + // only select events with at least two good taus and excatly one lepton (muon or electron) + if (original_tau_indices.size() < 2 or + original_lepton_indices.size() != 1) { + return selected_triple; + } + + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Running algorithm on good taus and leptons"); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("original lepton indices {}", original_lepton_indices); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("original tau indices {}", original_tau_indices); + + const auto selected_tau_pt = + ROOT::VecOps::Take(tau_pt, original_tau_indices); + const auto selected_tau_iso = + ROOT::VecOps::Take(tau_iso, original_tau_indices); + const auto selected_lepton_pt = + ROOT::VecOps::Take(lepton_pt, original_lepton_indices); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("tau mask {}", tau_mask); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("tau pt {}", tau_pt); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("lepton pt {}", lepton_pt); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("selected tau pt {}", selected_tau_pt); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("selected tau iso {}", selected_tau_iso); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("selected lepton pt {}", selected_lepton_pt); + + // sort hadronic taus by their iso in descending order + const auto sorted_tau_idx = ROOT::VecOps::Argsort( + -1. * selected_tau_iso); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("sorted taus {}", sorted_tau_idx); + + // construct the four vectors of the selected lepton + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("lepton pts: {}", lepton_pt); + ROOT::Math::PtEtaPhiMVector lepton = ROOT::Math::PtEtaPhiMVector( + lepton_pt.at(original_lepton_indices.at(0)), lepton_eta.at(original_lepton_indices.at(0)), + lepton_phi.at(original_lepton_indices.at(0)), lepton_mass.at(original_lepton_indices.at(0))); + + const auto pair_indices = ROOT::VecOps::Combinations( + selected_tau_pt, 2); // Gives indices of tau-tau pairs + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Hadronic tau pairs: {} {}", pair_indices[0], pair_indices[1]); + + const auto pairs = ROOT::VecOps::Construct>( + pair_indices[0], pair_indices[1]); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Hadronic tau pairs size: {}", pairs.size()); + int counter = 0; + for (auto &pair : pairs) { + counter++; + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Constituents hadronic tau pair {}. : {} {}", counter, pair.first, + pair.second); + } + const auto sorted_pairs = ROOT::VecOps::Sort( + pairs, compareForTriples(selected_tau_pt, selected_tau_iso, + selected_tau_pt, selected_tau_iso)); + + // construct the four vectors of the selected taus to check + // deltaR and reject a pair if the candidates are too close + for (auto &candidate : sorted_pairs) { + auto tau_index_1 = original_tau_indices[candidate.first]; + ROOT::Math::PtEtaPhiMVector tau_1 = ROOT::Math::PtEtaPhiMVector( + tau_pt.at(tau_index_1), tau_eta.at(tau_index_1), + tau_phi.at(tau_index_1), tau_mass.at(tau_index_1)); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("{} leadint tau vector: {}", tau_index_1, tau_1); + auto tau_index_2 = original_tau_indices[candidate.second]; + ROOT::Math::PtEtaPhiMVector tau_2 = ROOT::Math::PtEtaPhiMVector( + tau_pt.at(tau_index_2), tau_eta.at(tau_index_2), + tau_phi.at(tau_index_2), tau_mass.at(tau_index_2)); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("{} tau vector: {}", tau_index_2, tau_2); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("DeltaR: {}", + ROOT::Math::VectorUtil::DeltaR(tau_1, tau_2)); + if (ROOT::Math::VectorUtil::DeltaR(tau_1, tau_2) > mindeltaR_tautau && ROOT::Math::VectorUtil::DeltaR(tau_1, lepton) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(tau_2, lepton) > mindeltaR_leptau) { + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Selected original pair indices: tau_1 = {} , " + "tau_2 = {}", + tau_index_1, tau_index_2); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Tau_1 Pt = {} , Tau_2 Pt = {} ", tau_1.Pt(), + tau_2.Pt()); + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Tau_1 Iso = {} , Tau_2 Iso = {} ", + tau_iso[tau_index_1], tau_iso[tau_index_2]); + if (tau_1.Pt()>tau_2.Pt()) { + selected_triple = {static_cast(original_lepton_indices.at(0)), static_cast(tau_index_1), static_cast(tau_index_2)}; + } + else { + selected_triple = {static_cast(original_lepton_indices.at(0)), static_cast(tau_index_2), static_cast(tau_index_1)}; + } + break; + } + } + Logger::get("lep_tautau::TripleSelectionAlgo") + ->debug("Final triple {} {} {}", selected_triple[0], selected_triple[1], selected_triple[2]); + + return selected_triple; + }; +} // end namespace TripleSelectionAlgo +} // end namespace lep_tautau +namespace lep1lep1_lep2 { +/// Implementation of the triple selection algorithm. First, only events +/// that contain two good leptons lep1 and one loose lepton lep2 are considered. +/// Events contain two good lep1 and one loose lep2, if the corresponding +/// leptonmask have nonzero elements. These masks are +/// constructed using the functions from the physicsobject namespace +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. +/// +/// \returns an `ROOT::RVec` with three values, the first one beeing +/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2) { + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("Setting up algorithm"); + return [mindeltaR_lep1lep1, mindeltaR_lep1lep2](const ROOT::RVec &lep1_pt, + const ROOT::RVec &lep1_eta, + const ROOT::RVec &lep1_phi, + const ROOT::RVec &lep1_mass, + const ROOT::RVec &lep1_iso, + const ROOT::RVec &lep2_pt, + const ROOT::RVec &lep2_eta, + const ROOT::RVec &lep2_phi, + const ROOT::RVec &lep2_mass, + const ROOT::RVec &lep2_iso, + const ROOT::RVec &lep1_mask, const ROOT::RVec &lep2_mask) { + // first 2 entries are lep1 indices, + // third entry is the lep2 index + ROOT::RVec selected_triple = {-1, -1, -1}; + const auto ind_good_lep1 = ROOT::VecOps::Nonzero(lep1_mask); + const auto ind_base_lep2 = ROOT::VecOps::Nonzero(lep2_mask); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("masks: org lep1 {}, org lep2 {}", lep1_mask, lep2_mask); + + // only select events with at least two good lep1 and at least one base lep2 + if (ind_good_lep1.size() < 2 or + ind_base_lep2.size() < 1) { + return selected_triple; + } + + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("Running algorithm on good taus and leptons"); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("good lep1 indices {}", ind_good_lep1); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("base lep2 indices {}", ind_base_lep2); + + ROOT::RVec selected_lep1_indices; + ROOT::RVec selected_lep2_indices; + // sort the leptons by iso + const auto good_lep1_iso = + ROOT::VecOps::Take(lep1_iso, ind_good_lep1); + const auto base_lep2_iso = + ROOT::VecOps::Take(lep2_iso, ind_base_lep2); + // sort base leptons in their isolation in ascending order + const auto sorted_good_lep1_idx = ROOT::VecOps::Argsort(good_lep1_iso); + const auto sorted_base_lep2_idx = ROOT::VecOps::Argsort(base_lep2_iso); + for (auto &lep1_cand : sorted_good_lep1_idx){ + Logger::get("lep1lep1_lep2::TripleSlep1ctionAlgo") + ->debug("lep1 cand {}, sorted lep1 {}, good_lep1_iso {}", lep1_cand,sorted_good_lep1_idx, good_lep1_iso); + selected_lep1_indices.push_back(ind_good_lep1.at(lep1_cand)); + } + for (auto &lep2_cand : sorted_base_lep2_idx){ + Logger::get("lep1lep1_lep2::TripleSlep2ctionAlgo") + ->debug("lep2 cand {}, sorted lep2 {}, base_lep2_iso {}", lep2_cand,sorted_base_lep2_idx, base_lep2_iso); + selected_lep2_indices.push_back(ind_base_lep2.at(lep2_cand)); + } + + for (int i=0; idebug("DeltaR(lep1_1, lep1_2): {}",ROOT::Math::VectorUtil::DeltaR(lep1_1, lep1_2)); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("DeltaR(lep1_1, lep2): {}", ROOT::Math::VectorUtil::DeltaR(lep1_1, lep2)); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("DeltaR(lep1_2, lep2): {}", ROOT::Math::VectorUtil::DeltaR(lep1_2, lep2)); + if (ROOT::Math::VectorUtil::DeltaR(lep1_1, lep1_2) > mindeltaR_lep1lep1 && ROOT::Math::VectorUtil::DeltaR(lep1_1, lep2) > mindeltaR_lep1lep2 && ROOT::Math::VectorUtil::DeltaR(lep1_2, lep2) > mindeltaR_lep1lep2) { + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("lep1_1 Pt = {} , lep1_2 Pt = {} ", lep1_1.Pt(), + lep1_2.Pt()); + if (lep1_1.Pt() > lep1_2.Pt()) { + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("Selected original triple indices: lep1_1 = {}, lep1_2 = {} , lep2 = {}", selected_lep1_indices.at(i), selected_lep1_indices.at(j), selected_lep2_indices.at(k)); + selected_triple = {static_cast(selected_lep1_indices.at(i)), static_cast(selected_lep1_indices.at(j)), static_cast(selected_lep2_indices.at(k))}; + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("selected triple {}", selected_triple); + } + else { + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("Selected original triple indices: lep1_1 = {}, lep1_2 = {} , lep2 = {}", selected_lep1_indices.at(j), selected_lep1_indices.at(i), selected_lep2_indices.at(k)); + selected_triple = {static_cast(selected_lep1_indices.at(j)), static_cast(selected_lep1_indices.at(i)), static_cast(selected_lep2_indices.at(k))}; + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("selected triple {}", selected_triple); + } + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("lep1_1 Pt = {} , lep1_2 Pt = {} , lep2 Pt = {} ", lep1_1.Pt(), + lep1_2.Pt(), lep2.Pt()); + return selected_triple; + } + } + } + } + Logger::get("three_flavor::TripleSelectionAlgo") + ->debug("no valid triple found {}", selected_triple); + return selected_triple; + }; +} // end namespace TripleSelectionAlgo +} // end namespace lep1lep1_lep2 +namespace elemutau { + +/** + * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + Only triples are selected if the electron pt is larger than the pt of the muon. + The electron is than assigned to the W boson. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the elemuTau triple selection these values are: + - tau_pt + - tau_eta + - tau_phi + - tau_mass + - electron_pt + - electron_eta + - electron_phi + - electron_mass + - muon_pt + - muon_eta + - muon_phi + - muon_mass + - electron_masks containing the flags whether the electron is a good electron or a base electron + - tau_mask containing the flags whether the tau is a good tau or not + - muon_masks containing the flags whether the muon is a good muon or a base muon + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + Logger::get("elemutau::TripleSelection") + ->debug("Setting up EleMuTau Triple building"); + const std::string triple = "emt" ; + auto df1 = df.Define( + triplename, + whtautau_tripleselection::three_flavor::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_leplep, triple), + input_vector); + return df1; +} + +/** + * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + Only triples are selected if the electron pt is larger than the pt of the muon. + The electron is than assigned to the W boson. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the elemuTau triple selection these values are: + - tau_pt + - tau_eta + - tau_phi + - tau_mass + - electron_pt + - electron_eta + - electron_phi + - electron_mass + - muon_pt + - muon_eta + - muon_phi + - muon_mass + - electron_masks containing the flags whether the electron is a good electron or a base electron + - tau_mask containing the flags whether the tau is a good tau or not + - muon_masks containing the flags whether the muon is a good muon or a base muon + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelectionWOEle(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau) { + Logger::get("elemutau::TripleSelectionWOEle") + ->debug("Setting up EleMuTau Triple building"); + auto df1 = df.Define( + triplename, + whtautau_tripleselection::three_flavor::TripleSelectionWithoutEleAlgo(mindeltaR_leptau), + input_vector); + return df1; +} +} // end namespace elemutau +namespace mueletau { + +/** + * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + Only triples are selected if the electron pt is larger than the pt of the muon. + The electron is than assigned to the W boson. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the mueleTau triple selection these values are: + - tau_pt + - tau_eta + - tau_phi + - tau_mass + - electron_pt + - electron_eta + - electron_phi + - electron_mass + - muon_pt + - muon_eta + - muon_phi + - muon_mass + - electron_masks containing the flags whether the electron is a good electron or a base electron + - tau_mask containing the flags whether the tau is a good tau or not + - muon_masks containing the flags whether the muon is a good muon or a base muon + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + Logger::get("mueletau::TripleSelection") + ->debug("Setting up MuEleTau Triple building"); + const std::string triple = "met" ; + auto df1 = df.Define( + triplename, + whtautau_tripleselection::three_flavor::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_leplep, triple), + input_vector); + return df1; +} +} // end namespace mueletau +namespace mumutau { + +/** + * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + Only triples are selected if the electron pt is larger than the pt of the muon. + The electron is than assigned to the W boson. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the mumuTau triple selection these values are: + - tau_pt + - tau_eta + - tau_phi + - tau_mass + - muon_pt + - muon_eta + - muon_phi + - muon_mass + - tau_mask containing the flags whether the tau is a good tau or not + - muon_mask containing the flags whether the muons are a good muons or not + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + Logger::get("mumutau::TripleSelection") + ->debug("Setting up MuMuTau Triple building"); + auto df1 = df.Define( + triplename, + whtautau_tripleselection::two_flavor::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_leplep), + input_vector); + return df1; +} +} // end namespace mumutau +namespace mumuele { + +/** + * @brief Function used to select a triple from mumu+jets events to estimate the jet to ele fakerate. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the mumuele triple selection these values are: + - muon_pts + - muon_etas + - muon_phis + - muon_masses + - ele_mask containing the flags whether the ele is a good tau or not + - muon_mask containing the flags whether the muons are a good muons or not + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2) { + Logger::get("mumuele::TripleSelection") + ->debug("Setting up MuMuEle Triple building"); + auto df1 = df.Define( + triplename, + whtautau_tripleselection::lep1lep1_lep2::TripleSelectionAlgo(mindeltaR_lep1lep1, mindeltaR_lep1lep2), + input_vector); + return df1; +} +} // end namespace mumuele +namespace eleelemu { + +/** + * @brief Function used to select a triple from eleele+jets events to estimate the jet to mu fakerate. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the eleelemu triple selection these values are: + - muon_pts + - muon_etas + - muon_phis + - muon_masses + - ele_mask containing the flags whether the ele is a good tau or not + - muon_mask containing the flags whether the muons are a good muons or not + * @param triplename name of the new column containing the triple index + * @param mindeltaR_lep1lep1 the seperation between each lepton1 has to be larger + than + * this value + * @param mindeltaR_lep1lep2 the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2) { + Logger::get("eleelemu::TripleSelection") + ->debug("Setting up EleEleMu Triple building"); + auto df1 = df.Define( + triplename, + whtautau_tripleselection::lep1lep1_lep2::TripleSelectionAlgo(mindeltaR_lep1lep1, mindeltaR_lep1lep2), + input_vector); + return df1; +} +} // end namespace eleelemu +namespace mu_tautau { + +/** + * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the mutauTau triple selection these values are: + - tau_pt + - tau_eta + - tau_phi + - tau_mass + - muon_pt + - muon_eta + - muon_phi + - muon_mass + - tau_mask containing the flags whether the tau is a good tau or not + - muon_mask containing the flags whether the muons are a good muons or not + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_tautau) { + Logger::get("mu_tautau::TripleSelection") + ->debug("Setting up mu_TauTau Triple building"); + auto df1 = df.Define( + triplename, + whtautau_tripleselection::lep_tautau::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_tautau), + input_vector); + return df1; +} +} // end namespace mutautau +namespace ele_tautau { + +/** + * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + * + * @param df the input dataframe + * @param input_vector vector of strings containing the columns needed for the + * alogrithm. For the eletautau triple selection these values are: + - tau_pt + - tau_eta + - tau_phi + - tau_mass + - muon_pt + - muon_eta + - muon_phi + - muon_mass + - tau_mask containing the flags whether the tau is a good tau or not + - muon_mask containing the flags whether the muons are a good muons or not + * @param triplename name of the new column containing the triple index + * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger + than + * this value + * @param mindeltaR_leplep the seperation between the leptons has to be larger + than + * this value + * @return a new dataframe with the triple index column added + */ +ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, const float &mindeltaR_tautau) { + Logger::get("ele_tautau::TripleSelection") + ->debug("Setting up ele_TauTau Triple building"); + auto df1 = df.Define( + triplename, + whtautau_tripleselection::lep_tautau::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_tautau), + input_vector); + return df1; +} +} // end namespace eletautau +}// end namespace whtautau_tripleselection +#endif /* GUARD_TRIPLESELECTION_H */ \ No newline at end of file From a9d343306fc07305d5cd48741a63ac155c9df28e Mon Sep 17 00:00:00 2001 From: ralfschmieder Date: Fri, 28 Apr 2023 09:18:11 +0200 Subject: [PATCH 126/284] answered comments of PR: more generic implementation of p4_miss and Lt (scalarSumPt) --- include/lorentzvectors.hxx | 4 ++-- include/quantities.hxx | 6 ++--- src/lorentzvectors.cxx | 47 ++++++-------------------------------- src/quantities.cxx | 6 ++--- 4 files changed, 15 insertions(+), 48 deletions(-) diff --git a/include/lorentzvectors.hxx b/include/lorentzvectors.hxx index a0b1ca4d..f47cb6a8 100644 --- a/include/lorentzvectors.hxx +++ b/include/lorentzvectors.hxx @@ -12,8 +12,8 @@ ROOT::RDF::RNode build(ROOT::RDF::RNode df, ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, const std::string &met_phi, const std::string &outputname); -ROOT::RDF::RNode p4_miss_lt(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors); +ROOT::RDF::RNode p4_miss(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors, const float &p4_miss_sf); ROOT::RDF::RNode p4_miss_tt(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); diff --git a/include/quantities.hxx b/include/quantities.hxx index fd9a1e7d..97f2a17e 100644 --- a/include/quantities.hxx +++ b/include/quantities.hxx @@ -24,13 +24,13 @@ ROOT::RDF::RNode dz(ROOT::RDF::RNode df, const std::string &outputname, ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, const int &position, const std::string &pairname, const std::string &chargecolumn); -ROOT::RDF::RNode Lt(ROOT::RDF::RNode df, const std::string &outputname, +ROOT::RDF::RNode scalarPtSum(ROOT::RDF::RNode df, const std::string &outputname, const std::string &pt_1, const std::string &pt_2, const std::string &pt_3); ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); -ROOT::RDF::RNode m_tt_lt(ROOT::RDF::RNode df, const std::string &outputname, +ROOT::RDF::RNode m_tt(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); -ROOT::RDF::RNode pt_W_lt(ROOT::RDF::RNode df, const std::string &outputname, +ROOT::RDF::RNode pt_W(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); diff --git a/src/lorentzvectors.cxx b/src/lorentzvectors.cxx index c2b18af5..b9fd39d7 100644 --- a/src/lorentzvectors.cxx +++ b/src/lorentzvectors.cxx @@ -117,12 +117,14 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, } /** * @brief Function used to construct the missing transverse energy lorentz - * vector from the dileptonsystem from the Higgs boson in the full hadronic channel. + * vector from the dileptonsystem from the Higgs boson * * @param df the input dataframe * @param outputname name of the new column containing the missing transverse * energy lorentz vector. * @param inputvectors a vector of the two names of the columns containing the required lorentz vectors + * @param p4_miss_sf the scale factor, that is applied to the di lepton system to obtain the vector of missing + * energy * @return a new df, containing the new column */ /// Function to calculate the neutrino four vector from a pair of lorentz vectors (visible Higgs system) and @@ -133,52 +135,17 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, /// /// \returns a dataframe with the new column -ROOT::RDF::RNode p4_miss_tt(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { +ROOT::RDF::RNode p4_miss(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvectors, const float &p4_miss_sf) { return df.Define( outputname, - [](const ROOT::Math::PtEtaPhiMVector &p4_1, + [p4_miss_sf](const ROOT::Math::PtEtaPhiMVector &p4_1, const ROOT::Math::PtEtaPhiMVector &p4_2) { if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) return ROOT::Math::PtEtaPhiEVector(default_float,default_float,default_float, default_float);; auto dileptonsystem = p4_1 + p4_2; - auto dileptonsystem_scaled = 0.47*dileptonsystem; - ROOT::Math::PtEtaPhiEVector neutrinos_p4 = ROOT::Math::PtEtaPhiEVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), - dileptonsystem_scaled.E()); - return neutrinos_p4; - }, - inputvectors); -} -/** - * @brief Function used to construct the missing transverse energy lorentz - * vector from the dileptonsystem from the Higgs boson in the semi hadronic channel - * - * @param df the input dataframe - * @param outputname name of the new column containing the missing transverse - * energy lorentz vector. - * @param inputvectors a vector of the two names of the columns containing the required lorentz vectors - * @return a new df, containing the new column - */ -/// Function to calculate the neutrino four vector from a pair of lorentz vectors (visible Higgs system) and -/// add it to the dataframe. see AN(HIG-19-010) -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the new column containing the pt value - -/// -/// \returns a dataframe with the new column -ROOT::RDF::RNode p4_miss_lt(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { - return df.Define( - outputname, - [](const ROOT::Math::PtEtaPhiMVector &p4_1, - const ROOT::Math::PtEtaPhiMVector &p4_2) { - if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) - return ROOT::Math::PtEtaPhiEVector(default_float,default_float,default_float, - default_float);; - auto dileptonsystem = p4_1 + p4_2; - auto dileptonsystem_scaled = 0.69*dileptonsystem; + auto dileptonsystem_scaled = p4_miss_sf*dileptonsystem; ROOT::Math::PtEtaPhiEVector neutrinos_p4 = ROOT::Math::PtEtaPhiEVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), dileptonsystem_scaled.E()); return neutrinos_p4; diff --git a/src/quantities.cxx b/src/quantities.cxx index d09ecf79..d156b3a3 100644 --- a/src/quantities.cxx +++ b/src/quantities.cxx @@ -162,7 +162,7 @@ ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, /// /// \returns a dataframe with the new column -ROOT::RDF::RNode Lt(ROOT::RDF::RNode df, const std::string &outputname, +ROOT::RDF::RNode scalarPtSum(ROOT::RDF::RNode df, const std::string &outputname, const std::string &pt_1, const std::string &pt_2, const std::string &pt_3) { // build scalar sum of pts of 3 objects return df.Define( @@ -374,7 +374,7 @@ ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, /// /// \returns a dataframe with the new column -ROOT::RDF::RNode m_tt_lt(ROOT::RDF::RNode df, const std::string &outputname, +ROOT::RDF::RNode m_tt(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors) { // build visible pt from the two particles return df.Define( @@ -423,7 +423,7 @@ ROOT::RDF::RNode pt_123(ROOT::RDF::RNode df, const std::string &outputname, /// /// \returns a dataframe with the new column -ROOT::RDF::RNode pt_W_lt(ROOT::RDF::RNode df, const std::string &outputname, +ROOT::RDF::RNode pt_W(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors) { // build visible pt from the two particles return df.Define( From 9eafef6d052f5a6687947ae7f60a1312d1ac95b6 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Fri, 28 Apr 2023 11:34:04 +0200 Subject: [PATCH 127/284] add generic implementation to combine an arbitrary number of 4 vectors --- include/lorentzvectors.hxx | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/include/lorentzvectors.hxx b/include/lorentzvectors.hxx index 13d8ce58..7beab5b6 100644 --- a/include/lorentzvectors.hxx +++ b/include/lorentzvectors.hxx @@ -1,6 +1,12 @@ #ifndef GUARDLVECS_H #define GUARDLVECS_H +#include "ROOT/RDFHelpers.hxx" +#include "ROOT/RDataFrame.hxx" +#include "ROOT/RVec.hxx" +#include "utility/utility.hxx" +#include + namespace lorentzvectors { ROOT::RDF::RNode buildparticle(ROOT::RDF::RNode df, const std::vector &quantities, @@ -13,6 +19,31 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, const std::string &met_phi, const std::string &outputname); +/// This function constructs a vectorial sum of n lorentz vectors. Since it uses +/// an aribtrary number of input vectors, it is implemented in the header file. +/// +/// \param df The input dataframe +/// \param outputflag The name of the new column +/// \param p4s Parameter pack of column names that contain the considered +/// lorentz vectors (must be of type ROOT::Math::PtEtaPhiMVector) +/// +/// \returns a dataframe containing the new column +template +ROOT::RDF::RNode CombineP4s(ROOT::RDF::RNode df, const std::string &outputflag, + const Lorentzvectors &...p4s) { + std::vector P4List; + utility::appendParameterPackToVector(P4List, p4s...); + const auto np4s = sizeof...(Lorentzvectors); + using namespace ROOT::VecOps; + return df.Define( + outputflag, + utility::PassAsVec( + [](const ROOT::RVec &p4s) { + return Sum(p4s, ROOT::Math::PtEtaPhiMVector()); + }), + P4List); +} + /// namespace used for mutau lorentzvectors namespace mutau { ROOT::RDF::RNode build(ROOT::RDF::RNode df, const std::string &pairname, @@ -21,5 +52,6 @@ ROOT::RDF::RNode build(ROOT::RDF::RNode df, const std::string &pairname, const std::string &muon_p4_name, const std::string &tau_p4_name); } // namespace mutau + } // namespace lorentzvectors #endif /* GUARDLVECS_H */ \ No newline at end of file From f6bab4d7c69aa3e9ec3bb893cb236482eafacb3d Mon Sep 17 00:00:00 2001 From: ralfschmieder Date: Fri, 28 Apr 2023 16:15:46 +0200 Subject: [PATCH 128/284] adressed comments and used combineP4 --- include/lorentzvectors.hxx | 7 +-- include/quantities.hxx | 8 --- src/lorentzvectors.cxx | 22 ++++---- src/quantities.cxx | 102 +------------------------------------ 4 files changed, 13 insertions(+), 126 deletions(-) diff --git a/include/lorentzvectors.hxx b/include/lorentzvectors.hxx index f93eb044..ba03cad2 100644 --- a/include/lorentzvectors.hxx +++ b/include/lorentzvectors.hxx @@ -44,11 +44,8 @@ ROOT::RDF::RNode CombineP4s(ROOT::RDF::RNode df, const std::string &outputflag, P4List); } -ROOT::RDF::RNode p4_miss(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors, const float &p4_miss_sf); -ROOT::RDF::RNode p4_miss_tt(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors); - +ROOT::RDF::RNode scaleP4(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvector, const float &p4_miss_sf); /// namespace used for mutau lorentzvectors namespace mutau { ROOT::RDF::RNode build(ROOT::RDF::RNode df, const std::string &pairname, diff --git a/include/quantities.hxx b/include/quantities.hxx index 97f2a17e..8dda7e78 100644 --- a/include/quantities.hxx +++ b/include/quantities.hxx @@ -28,22 +28,14 @@ ROOT::RDF::RNode scalarPtSum(ROOT::RDF::RNode df, const std::string &outputname, const std::string &pt_1, const std::string &pt_2, const std::string &pt_3); ROOT::RDF::RNode m_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); -ROOT::RDF::RNode m_tt(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors); ROOT::RDF::RNode pt_W(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, const std::vector &inputvectors); -ROOT::RDF::RNode eta_vis(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors); -ROOT::RDF::RNode phi_vis(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors); ROOT::RDF::RNode deltaPhi(ROOT::RDF::RNode df, const std::string &outputname, const std::string &p_1_p4, const std::string &p_2_p4); ROOT::RDF::RNode deltaPhi_WH(ROOT::RDF::RNode df, const std::string &outputname, const std::string &p_1_p4, const std::string &p_2_p4, const std::string &p_3_p4); -ROOT::RDF::RNode pt_123(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors); ROOT::RDF::RNode p4_fastmtt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &pt_1, const std::string &pt_2, diff --git a/src/lorentzvectors.cxx b/src/lorentzvectors.cxx index b9fd39d7..2d89da04 100644 --- a/src/lorentzvectors.cxx +++ b/src/lorentzvectors.cxx @@ -122,7 +122,7 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, * @param df the input dataframe * @param outputname name of the new column containing the missing transverse * energy lorentz vector. - * @param inputvectors a vector of the two names of the columns containing the required lorentz vectors + * @param inputvector a vector of the two names of the columns containing the required lorentz vectors * @param p4_miss_sf the scale factor, that is applied to the di lepton system to obtain the vector of missing * energy * @return a new df, containing the new column @@ -135,22 +135,20 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, /// /// \returns a dataframe with the new column -ROOT::RDF::RNode p4_miss(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors, const float &p4_miss_sf) { +ROOT::RDF::RNode scaleP4(ROOT::RDF::RNode df, const std::string &outputname, + const std::vector &inputvector, const float &p4_miss_sf) { return df.Define( outputname, - [p4_miss_sf](const ROOT::Math::PtEtaPhiMVector &p4_1, - const ROOT::Math::PtEtaPhiMVector &p4_2) { - if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) - return ROOT::Math::PtEtaPhiEVector(default_float,default_float,default_float, + [p4_miss_sf](const ROOT::Math::PtEtaPhiMVector &p4_23) { + if (p4_23.pt() < 0.0) + return ROOT::Math::PtEtaPhiMVector(default_float,default_float,default_float, default_float);; - auto dileptonsystem = p4_1 + p4_2; - auto dileptonsystem_scaled = p4_miss_sf*dileptonsystem; - ROOT::Math::PtEtaPhiEVector neutrinos_p4 = ROOT::Math::PtEtaPhiEVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), - dileptonsystem_scaled.E()); + auto dileptonsystem_scaled = p4_miss_sf*p4_23; + ROOT::Math::PtEtaPhiMVector neutrinos_p4 = ROOT::Math::PtEtaPhiMVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), + dileptonsystem_scaled.M()); return neutrinos_p4; }, - inputvectors); + inputvector); } } // namespace lorentzvectors #endif /* GUARDLVECS_H */ \ No newline at end of file diff --git a/src/quantities.cxx b/src/quantities.cxx index d156b3a3..f48582a7 100644 --- a/src/quantities.cxx +++ b/src/quantities.cxx @@ -363,56 +363,6 @@ ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, }, inputvectors); } -/// Function to calculate the Higgs boson mass from a pair of lorentz vectors (visible Higgs system) and the neutrino -/// four vector and -/// add it to the dataframe. -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the new column containing the pt value -/// \param inputvectors a vector of the two names of the columns containing the -/// required lorentz vectors -/// -/// \returns a dataframe with the new column - -ROOT::RDF::RNode m_tt(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { - // build visible pt from the two particles - return df.Define( - outputname, - [](const ROOT::Math::PtEtaPhiMVector &p4_1, - const ROOT::Math::PtEtaPhiMVector &p4_2, - const ROOT::Math::PtEtaPhiEVector &p4_3) { - if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0 || p4_3.pt() < 0.0) - return default_float; - auto const higgssystem = p4_1 + p4_2 + p4_3; - return (float)higgssystem.M(); - }, - inputvectors); -} -/// Function to calculate the pt of the composed system of all visible particles. -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the new column containing the pt value -/// \param inputvectors a vector of the two names of the columns containing the -/// required lorentz vectors -/// -/// \returns a dataframe with the new column - -ROOT::RDF::RNode pt_123(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { - // build visible pt from the three particles - return df.Define( - outputname, - [](const ROOT::Math::PtEtaPhiMVector &p4_1, - const ROOT::Math::PtEtaPhiMVector &p4_2, - const ROOT::Math::PtEtaPhiMVector &p4_3) { - if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0 || p4_3.pt() < 0.0) - return default_float; - auto const pt_123 = p4_1 + p4_2 + p4_3; - return (float)pt_123.Pt(); - }, - inputvectors); -} /// Function to calculate the pt of the W from a the visible lepton fourvector, the met four vector and the neutrino four vector from the Higgs system and /// add it to the dataframe. /// @@ -430,7 +380,7 @@ ROOT::RDF::RNode pt_W(ROOT::RDF::RNode df, const std::string &outputname, outputname, [](const ROOT::Math::PtEtaPhiMVector &p4_1, const ROOT::Math::PtEtaPhiMVector &p4_2, - const ROOT::Math::PtEtaPhiEVector &p4_3) { + const ROOT::Math::PtEtaPhiMVector &p4_3) { if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0 || p4_3.pt() < 0.0) return default_float; auto const w_p4 = p4_1 + p4_2 - p4_3; @@ -438,56 +388,6 @@ ROOT::RDF::RNode pt_W(ROOT::RDF::RNode df, const std::string &outputname, }, inputvectors); } -/// Function to calculate the visible eta from a pair of lorentz vectors and -/// add it to the dataframe. The visible eta is calculated as eta of the -/// lorentz vector of the dilepton system. -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the new column containing the pt value -/// \param inputvectors a vector of the two names of the columns containing the -/// required lorentz vectors -/// -/// \returns a dataframe with the new column - -ROOT::RDF::RNode eta_vis(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { - // build visible pt from the two particles - return df.Define( - outputname, - [](const ROOT::Math::PtEtaPhiMVector &p4_1, - const ROOT::Math::PtEtaPhiMVector &p4_2) { - if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) - return default_float; - auto const dileptonsystem = p4_1 + p4_2; - return (float)dileptonsystem.eta(); - }, - inputvectors); -} -/// Function to calculate the visible phi from a pair of lorentz vectors and -/// add it to the dataframe. The visible phi is calculated as phi of the -/// lorentz vector of the dilepton system. -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the new column containing the pt value -/// \param inputvectors a vector of the two names of the columns containing the -/// required lorentz vectors -/// -/// \returns a dataframe with the new column - -ROOT::RDF::RNode phi_vis(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { - // build visible pt from the two particles - return df.Define( - outputname, - [](const ROOT::Math::PtEtaPhiMVector &p4_1, - const ROOT::Math::PtEtaPhiMVector &p4_2) { - if (p4_1.pt() < 0.0 || p4_2.pt() < 0.0) - return default_float; - auto const dileptonsystem = p4_1 + p4_2; - return (float)dileptonsystem.phi(); - }, - inputvectors); -} /** * @brief Function to calculate the quantity `pZetaMissVis` from the two leptons in the event + the met vector. The variable is defined as From 917d9832bb3aab47016fe7571cbf2d7f2dfc0d91 Mon Sep 17 00:00:00 2001 From: ralfschmieder Date: Fri, 28 Apr 2023 16:22:00 +0200 Subject: [PATCH 129/284] deleted unnecessary lines --- src/lorentzvectors.cxx | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/src/lorentzvectors.cxx b/src/lorentzvectors.cxx index 2d89da04..173c3afc 100644 --- a/src/lorentzvectors.cxx +++ b/src/lorentzvectors.cxx @@ -136,17 +136,15 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, /// /// \returns a dataframe with the new column ROOT::RDF::RNode scaleP4(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvector, const float &p4_miss_sf) { + const std::vector &inputvector, const float &p4_sf) { return df.Define( outputname, - [p4_miss_sf](const ROOT::Math::PtEtaPhiMVector &p4_23) { - if (p4_23.pt() < 0.0) + [p4_sf](const ROOT::Math::PtEtaPhiMVector &p4) { + if (p4.pt() < 0.0) return ROOT::Math::PtEtaPhiMVector(default_float,default_float,default_float, default_float);; - auto dileptonsystem_scaled = p4_miss_sf*p4_23; - ROOT::Math::PtEtaPhiMVector neutrinos_p4 = ROOT::Math::PtEtaPhiMVector(dileptonsystem_scaled.Pt(),dileptonsystem_scaled.Eta(),dileptonsystem_scaled.Phi(), - dileptonsystem_scaled.M()); - return neutrinos_p4; + auto p4_scaled = p4_sf*p4; + return p4_scaled; }, inputvector); } From 5456400df853bd775033b1a657891fc5befba41e Mon Sep 17 00:00:00 2001 From: ralfschmieder Date: Tue, 16 May 2023 10:53:04 +0200 Subject: [PATCH 130/284] fixed small bug: double semicolon --- src/lorentzvectors.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/lorentzvectors.cxx b/src/lorentzvectors.cxx index 173c3afc..ea71b983 100644 --- a/src/lorentzvectors.cxx +++ b/src/lorentzvectors.cxx @@ -142,7 +142,7 @@ ROOT::RDF::RNode scaleP4(ROOT::RDF::RNode df, const std::string &outputname, [p4_sf](const ROOT::Math::PtEtaPhiMVector &p4) { if (p4.pt() < 0.0) return ROOT::Math::PtEtaPhiMVector(default_float,default_float,default_float, - default_float);; + default_float); auto p4_scaled = p4_sf*p4; return p4_scaled; }, From 27934760e1174dfc8c1f65a3e6e23d05d6a73526 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 15:57:22 +0200 Subject: [PATCH 131/284] add kingmaker tutorial --- docs/sphinx_source/kingmaker.rst | 208 ++++++++++++++++++++++++++++++- 1 file changed, 205 insertions(+), 3 deletions(-) diff --git a/docs/sphinx_source/kingmaker.rst b/docs/sphinx_source/kingmaker.rst index 362a564c..feeea383 100644 --- a/docs/sphinx_source/kingmaker.rst +++ b/docs/sphinx_source/kingmaker.rst @@ -1,7 +1,7 @@ KingMaker =========== -KingMaker is a workflow management for producing ntuples with the CROWN framework. The workflow management is based on law (github.com/riga/law), which is using luigi (https://github.com/spotify/luigi) as backend. +KingMaker is a workflow management for producing ntuples with the CROWN framework. The workflow management is based on law (https://github.com/riga/law), which is using luigi (https://github.com/spotify/luigi) as backend. Setup ----- @@ -17,11 +17,213 @@ This should install all required packages and setup the environment. In addition Management of samples --------------------- +Samples can be managed manually or using the ``sample_manager``, which can be started with + +.. code-block:: bash + + sample_manager + +This starts a CLI, which can be used to add more samples to the database, update samples or quickly generate a sample list for producing ntuples. + +Addition of new Samples +~~~~~~~~~~~~~~~~~~~~~~~ + +When adding a new sample, follow the instructions of the ``sample_manager``. In the background, the DAS database of CMS is queried, to get samples, matching the provided dataset name: + +.. code-block:: + + Starting up Datasetmanager + A working version of the database exists + ? Load working version of database ? No + Database loaded + The database contains 581 samples, split over 4 era(s) and 22 sampletype(s) + ? What do you want to do? Add a new sample + ? Enter a DAS nick to add /DYJetsToLL_M-50_*/RunIISummer20UL16NanoAOD*v9-106X*/NANOAODSIM + Multiple results found + ? Which dataset do you want to add ? (Use arrow keys to move, to select, to toggle, to invert) + » ○ Nick: /DYJetsToLL_M-50_TuneCH3_13TeV-madgraphMLM-herwig7/RunIISummer20UL16NanoAODAPVv9-106X_mcRun2_asymptotic_preVFP_v11-v1/NANOAODSIM - last changed: 03 Jan 2023 11:05 - created: 30 Nov 2022 14:26 + ○ Nick: /DYJetsToLL_M-50_TuneCH3_13TeV-madgraphMLM-herwig7/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM - last changed: 08 Nov 2022 13:17 - created: 08 Nov 2022 05:15 + ○ Nick: /DYJetsToLL_M-500to700_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v2/NANOAODSIM - last changed: 05 Nov 2022 22:12 - created: 04 Nov 2022 00:52 + ○ Nick: /DYJetsToLL_M-500to700_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIISummer20UL16NanoAODAPVv9-106X_mcRun2_asymptotic_preVFP_v11-v1/NANOAODSIM - last changed: 15 Sep 2022 00:09 - created: 14 Sep 2022 22:32 + ○ Nick: /DYJetsToLL_M-50_Zpt-100to200_BPSFilter_TuneCP5_13TeV-madgraphMLM-pythia8/RunIISummer20UL16NanoAODAPVv9-106X_mcRun2_asymptotic_preVFP_v11-v1/NANOAODSIM - last changed: 05 May 2022 07:44 - created: 26 Apr 2022 06: + ○ Nick: /DYJetsToLL_M-50_Zpt-100to200_BPSFilter_TuneCP5_13TeV-madgraphMLM-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM - last changed: 28 Mar 2022 21:51 - created: 28 Mar 2022 19:42 + ○ Nick: /DYJetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM - last changed: 20 Feb 2022 06:54 - created: 17 Feb 2022 22:29 + ○ Nick: /DYJetsToLL_M-50_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIISummer20UL16NanoAODv9-106X_mcRun2_asymptotic_v17-v1/NANOAODSIM - last changed: 29 Nov 2021 11:10 - created: 28 Nov 2021 07:54 + +The results will be sorted by time, starting the the newest samples on top. The query name has to match the CMS conventions ``/*/*/*``. Select all samples that you want to add. Afterwards, set the correct sample type. Optionally, the ``sample_manager`` can calculate the GeneratorWeight associated to the sample. Since this process can take some time, the task can also be triggered afterwards. + + +Generation of sample lists +~~~~~~~~~~~~~~~~~~~~~~~~~~ + +To generate a sample list select ``Create a production file`` + +.. code-block:: + + The database contains 581 samples, split over 4 era(s) and 22 sampletype(s) + ? What do you want to do? (Use arrow keys) + ○ Add a new sample + ○ Edit a sample (not implemented yet) + ○ Delete a sample + ○ Find samples (by nick) + ○ Find samples (by DAS name) + ○ Print details of a sample + » ○ Create a production file + ○ Update genweight + ○ Save and Exit + ○ Exit without Save + Answer: Create a production file + + +In the next step, select the eras you want to use using the arrow keys and space bar + +.. code-block:: + + Select eras to be added (Use arrow keys to move, to select, to toggle, to invert) + ○ 2016postVFP + ○ 2016preVFP + ● 2018 + » ● 2017 + + +and then selection the sampleypes you want to process. The output file will be a ``.txt`` file, which can be used to produce ntuples. Submission of ntuples --------------------- +In Kingmaker, two tasks are seperated: + +1. The production of ntuples +2. The production of friend trees + +The first task is handeled by the ``ProduceFriends`` task, the latter by the ``ProduceFriends`` task. In the case of friend trees, missing Ntuples are generated automatically. + +.. warning:: + By default, KingMaker will write all outputs to the GridKA NRG storage. As a result, the user has to provide a valid X509 proxy, and the environment variable ``X509_USER_PROXY`` has to be set. The proxy can be created using ``voms-proxy-init``. The proxy has to be valid for at least 24 hours. The proxy can be checked using ``voms-proxy-info``. + To use a different output storage, the KingMaker configuration has to be adapted, more details can be found in the :ref:`KingMaker Configuration` section + +Production of NTuples +~~~~~~~~~~~~~~~~~~~~~ + +To trigger a production of ntuples run + +.. code-block::bash + + law run ProduceSamples --analysis tau --config config --sample-list samples.txt --production-tag debug_2 --workers 10 --scopes mt --print-status -1 + + +The different options are: + +- ``--analysis``: The analysis to be used. The name corresponds to the analysis folder in the ``CROWN/analysis_configurations`` folder. +- ``--config``: The config file to be used. The config file contains the information about the samples, the input files, the output files, the friend trees, the branches to be read, etc. The config file is located in the ``CROWN/analysis_configurations//config`` folder. +- ``--sample-list``: The sample list to be used. The sample list can be generated by the ``sample_manager`` and contains the information about the samples to be processed. The sample nicks can also be provided as a comma separated list. +- ``--production-tag``: The production tag is used to identify the production. It is used to create the output folder and the output files. The output files are stored in the ``///CROWNRun/`` folder. The ``base`` variable is set using the Configuration. Be default, it is set to ``root://cmsxrootd-kit.gridka.de//store/user/${USER}/CROWN/ntuples/``. Within the folder, the different samples are stored, matching the ``///_.root`` pattern. +- ``--workers``: The number of workers to be used. Each worker is responsible for the submission and handeling of one sample. The number of workers should be at least the number of samples. +- ``--scopes``: The scopes to be used, provided as a comma separated list. +- ``--shifts``: The shifts to be used, provided as a comma separated list. If no shifts are provided, no shifts are applied. If ``All`` is provided, all shifts are applied, if ``None`` is provided, no shifts are applied. + +Additionally, the following options can be useful: +- ``--print-status -1``: Print the status of the tasks. If ``-1`` is provided, the status of every task is printed. +- ``--remove-output -1``: Remove the output files. This option is useful if the production failed and the output files should be removed. +This will trigger an interative CLI, where only parts of the production can be removed as well. + +.. warning:: + When using the dCache as Ntuple storage, the remove option should be used with care. Since the dCache caches files without checking, if the file content changed, overwriting files can lead to errors, were the old file is still cached. The saver option is to remove the old files and store the new files using a seperate ``production-tag``. + + + + +Production of friend trees +~~~~~~~~~~~~~~~~~~~~~~~~~~ + +For the production of friend trees, the same options as for the production of ntuples are available. An example command is given below: + +.. code-block::bash + + law run ProduceFriends --analysis tau --config config --friend-config tau_friends --sample-list samples.txt --shifts None --friend-name test --production-tag debugging_v81 --workers 2 + +Some additional options are required: + +- ``--friend-config``: The friend config file to be used. The friend config file contains the information about the friend trees to be produced. The friend config file is located in the ``CROWN/analysis_configurations//config`` folder. +- ``--friend-name``: The name of the friend tree to be produced. The name has to match the name in the friend config file. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. + + + +KingMaker Configuration +----------------------- + +The two relevant configuration files can be found in the ``lawluigi_configs`` folder. They are called ``KingMaker_law.cfg`` and ``KingMaker_luigi.cfg``. + +.. warning:: + Most default parameters in the Configuration are chosen such that only minimal changes are required. Nevertheless, the user should check the configuration files before running KingMaker. + +In the ``KingMaker_law.cfg`` file, the different tasks are defined. Also, the remote filesystem is defined here: + +.. code-bloc::config + + [wlcg_fs] + base: root://cmsxrootd-kit.gridka.de//store/user/${USER}/CROWN/ntuples/ + use_cache: True + cache_root: /tmp/${USER}/ + cache_max_size: 20000 + +In general, it is good practice to use the ``use_cache`` option. This will cache the files locally, which can speed up the processing. The ``cache_max_size`` option defines the maximum size of the cache in MB. If the cache is full, the oldest files are removed from the cache. + +The ``base`` option defines the base path of the remote filesystem. The ``${USER}`` variable is replaced by the username. The ``base`` path is used to define the output path of the ntuples and friend trees. The ``base`` path is also used to define the input path of the friend trees. The ``base`` path should be set to the path of the dCache storage. + +The ``KingMaker_luigi.cfg`` file contains the configuration of the different tasks. The most important options are defined in the ``[DEFAULT]`` section and include setting for the HTCondor job submission. Parameters defined in the ``[DEFAULT]`` section can be overwritten in the task specific sections. + +.. code-block:: + + name = KingMaker + ENV_NAME = KingMaker + wlcg_path = root://cmsxrootd-kit.gridka.de//store/user/${USER}/CROWN/ntuples/ + htcondor_accounting_group = cms.higgs + htcondor_remote_job = True + htcondor_universe = docker + htcondor_docker_image = mschnepf/slc7-condocker:latest + transfer_logs = True + local_scheduler = True + tolerance = 0.00 + acceptance = 1.00 + ; submit only missing htcondor workflow branches (should always be true) + only_missing = True + + ; bootstrap file to be sourced at beginning of htcondor jobs (relative PATH to framework.py) + bootstrap_file = setup_law_remote.sh + files_per_task = 10 + ; scopes and shifts are to be provided in the config, or as command line arguments via --scope and --shift + ; in both cases, the values are expected to be comma-separated lists without spaces or quotes + scopes = mt,et + shifts = None + +Here, the ``wlcg_path`` option should be set to the same path, as the ``base`` path in the ``KingMaker_law.cfg``. The different ``htconddor_`` parameters have to be adopted according to the requirements of the batch system. For the two tasks, that are run remotely, different job requirements can be set. The ``files_per_task`` option defines the number of files to be processed per task. The ``scopes`` and ``shifts`` options define the scopes and shifts to be used. These two parameters can also be provided as command line arguments, which is the recommended way. + +.. code-block:: + + [CROWNRun] + ; HTCondor + htcondor_walltime = 10800 + htcondor_request_memory = 16000 + htcondor_requirements = TARGET.ProvidesCPU && TARGET.ProvidesIO + htcondor_request_disk = 20000000 + htcondor_request_cpus = 4 + # for these eras, only one file per task is processed + problematic_eras = ["2018B", "2017C", "2016B-ver2"] + + [CROWNFriends] + ; HTCondor + htcondor_walltime = 10800 + htcondor_request_memory = 16000 + htcondor_requirements = TARGET.ProvidesCPU && TARGET.ProvidesIO + htcondor_request_disk = 20000000 + # friends have to be run in single core mode to ensure a correct order of the tree entries + htcondor_request_cpus = 1 + +The ``problematic_eras`` option is used to define eras, where only one file per task is processed. This can be required, if the NanoAOD input files have a change in their structure, e.g. if trigger paths are modified. To avoid problems in these cases, jobs can be processed with only one input file. This will slow down the processing, but ensures that the processing is not stopped by a single file. Disk, walltime and other requirements can be set in the task specific sections. + +.. warning:: + For friend trees, multiprocessing is not possible, since the resulting friend tree must have the same order as the input tree. Therefore, the ``htcondor_request_cpus`` option has be set to 1, which will disable multiprocessing. -Submission of friend trees --------------------------- \ No newline at end of file +For a more complete description of the different options, please refer to the overcomplete configuration in the law repository (https://github.com/riga/law/blob/master/law.cfg.example). \ No newline at end of file From 74376139918f438a7d3c63f8797ac1b02bb1c160 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:14:42 +0200 Subject: [PATCH 132/284] fix docstrings and format in genparticles --- src/genparticles.cxx | 105 +++++++++++++++++++++++-------------------- 1 file changed, 56 insertions(+), 49 deletions(-) diff --git a/src/genparticles.cxx b/src/genparticles.cxx index 2e4c0aee..c93685a8 100644 --- a/src/genparticles.cxx +++ b/src/genparticles.cxx @@ -216,21 +216,22 @@ ROOT::RDF::RNode genmatching(ROOT::RDF::RNode df, const std::string &outputname, genparticles * @param genparticles_mass The name of the column containing the mass of the genparticles + * @param genparticle_motheridx The name of the column containing the mother + indices of the genparticles + * @param genparticles_status The name of the column containing the status of +the genparticles * @param lepton_p4 The name of the column containing the p4 of the lepton to be genmatched * @return a dataframe with the genmatching as a column named outputname */ -ROOT::RDF::RNode genmatching_wh(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &hadronicGenTaus, - const std::string &genparticles_pdgid, - const std::string &genparticles_statusFlag, - const std::string &genparticles_pt, - const std::string &genparticles_eta, - const std::string &genparticles_phi, - const std::string &genparticles_mass, - const std::string &genparticle_motheridx, - const std::string &genparticles_status, - const std::string &lepton_p4) { +ROOT::RDF::RNode genmatching_wh( + ROOT::RDF::RNode df, const std::string &outputname, + const std::string &hadronicGenTaus, const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const std::string &genparticles_pt, const std::string &genparticles_eta, + const std::string &genparticles_phi, const std::string &genparticles_mass, + const std::string &genparticle_motheridx, + const std::string &genparticles_status, const std::string &lepton_p4) { auto match_lepton = [](const std::vector &hadronicGenTaus, const ROOT::RVec &pdgids, const ROOT::RVec &mother_idx, @@ -262,24 +263,32 @@ ROOT::RDF::RNode genmatching_wh(ROOT::RDF::RNode df, const std::string &outputna float delta_r = ROOT::Math::VectorUtil::DeltaR(gen_p4, lepton_p4); if (delta_r < min_delta_r) { - Logger::get("genmatching::tau::genmatching") - ->debug("pdgids {}, status {}, status_flags {}, mother_idx {}", pdgids, status, status_flags, mother_idx); - Logger::get("genmatching::tau::genmatching") - ->debug("mother_idx {}, pdgids {}, status {}, status_flags {}", mother_idx.at(i), pdgids.at(i), status_flags.at(i), status.at(i)); - if (mother_idx.at(i) == -1) { - closest_genparticle_index = i; - closest_genparticle_mother_pdgid = pdgids.at(i); - closest_genparticle_mother_status = status.at(i); - closest_genparticle_mother_statusFlag = status_flags.at(i); - min_delta_r = delta_r; - } - else { - closest_genparticle_index = i; - closest_genparticle_mother_pdgid = pdgids.at(mother_idx.at(i)); - closest_genparticle_mother_status = status.at(mother_idx.at(i)); - closest_genparticle_mother_statusFlag = status_flags.at(mother_idx.at(i)); - min_delta_r = delta_r; - } + Logger::get("genmatching::tau::genmatching") + ->debug("pdgids {}, status {}, status_flags {}, " + "mother_idx {}", + pdgids, status, status_flags, mother_idx); + Logger::get("genmatching::tau::genmatching") + ->debug("mother_idx {}, pdgids {}, status {}, " + "status_flags {}", + mother_idx.at(i), pdgids.at(i), + status_flags.at(i), status.at(i)); + if (mother_idx.at(i) == -1) { + closest_genparticle_index = i; + closest_genparticle_mother_pdgid = pdgids.at(i); + closest_genparticle_mother_status = status.at(i); + closest_genparticle_mother_statusFlag = + status_flags.at(i); + min_delta_r = delta_r; + } else { + closest_genparticle_index = i; + closest_genparticle_mother_pdgid = + pdgids.at(mother_idx.at(i)); + closest_genparticle_mother_status = + status.at(mother_idx.at(i)); + closest_genparticle_mother_statusFlag = + status_flags.at(mother_idx.at(i)); + min_delta_r = delta_r; + } } } } @@ -323,29 +332,27 @@ ROOT::RDF::RNode genmatching_wh(ROOT::RDF::RNode df, const std::string &outputna IntBits(status_flags.at(closest_genparticle_index)).test(5); if (closest_pdgid == 11 && prompt) { // statusbit 1 is prompt electron - if (abs(closest_genparticle_mother_pdgid) == 24){ - Logger::get("genmatching::tau::genmatching") - ->debug("IS_ELE_FROM_W"); - return (int)GenMatchingCode::IS_ELE_FROM_W; - } - else { - Logger::get("genmatching::tau::genmatching") - ->debug("IS_ELE_PROMPT"); - return (int)GenMatchingCode::IS_ELE_PROMPT; - } + if (abs(closest_genparticle_mother_pdgid) == 24) { + Logger::get("genmatching::tau::genmatching") + ->debug("IS_ELE_FROM_W"); + return (int)GenMatchingCode::IS_ELE_FROM_W; + } else { + Logger::get("genmatching::tau::genmatching") + ->debug("IS_ELE_PROMPT"); + return (int)GenMatchingCode::IS_ELE_PROMPT; + } } if (closest_pdgid == 13 && prompt) { // statusbit 2 is prompt muon - if (abs(closest_genparticle_mother_pdgid) == 24){ + if (abs(closest_genparticle_mother_pdgid) == 24) { Logger::get("genmatching::tau::genmatching") ->debug("IS_MUON_FROM_W"); return (int)GenMatchingCode::IS_MUON_FROM_W; - } - else { + } else { Logger::get("genmatching::tau::genmatching") - ->debug("IS_MUON_PROMPT"); + ->debug("IS_MUON_PROMPT"); return (int)GenMatchingCode::IS_MUON_PROMPT; - } + } } if (closest_pdgid == 11 && from_tau) { // statusbit 3 is electron from tau @@ -366,11 +373,11 @@ ROOT::RDF::RNode genmatching_wh(ROOT::RDF::RNode df, const std::string &outputna return (int)GenMatchingCode::IS_FAKE; }; - auto df1 = - df.Define(outputname, match_lepton, - {hadronicGenTaus, genparticles_pdgid, genparticle_motheridx, genparticles_statusFlag, genparticles_status, - genparticles_pt, genparticles_eta, genparticles_phi, - genparticles_mass, lepton_p4}); + auto df1 = df.Define( + outputname, match_lepton, + {hadronicGenTaus, genparticles_pdgid, genparticle_motheridx, + genparticles_statusFlag, genparticles_status, genparticles_pt, + genparticles_eta, genparticles_phi, genparticles_mass, lepton_p4}); return df1; } /** From 4abaf2054d37449dc2c9e0c9e24afa71c28bab8a Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:14:53 +0200 Subject: [PATCH 133/284] fix docstrings and format in jets --- src/jets.cxx | 48 ++++++++++++++++++++++++++++++------------------ 1 file changed, 30 insertions(+), 18 deletions(-) diff --git a/src/jets.cxx b/src/jets.cxx index 745ff0e4..39b1b4a3 100644 --- a/src/jets.cxx +++ b/src/jets.cxx @@ -18,11 +18,13 @@ namespace jet { /// Function to veto jets overlapping with particle candidates /// /// \param[in] df the input dataframe -/// \param[out] output_col the name of the produced mask \param[in] jet_eta name -/// of the jet etas \param[in] jet_phi name of the jet phis \param[in] p4_1 four -/// vector of the first particle candidate \param[in] p4_2 four vector of the -/// second particle candidate \param[in] deltaRmin minimum required distance in -/// dR between jets and particle candidates +/// \param[out] output_col the name of the produced mask +/// \param[in] jet_eta name of the jet etas +/// \param[in] jet_phi name of the jet phis +/// \param[in] p4_1 four vector of the first particle candidate +/// \param[in] p4_2 four vector of the second particle candidate +/// \param[in] deltaRmin minimum required distance in dR between jets and +/// particle candidates /// /// \return a dataframe containing the new mask ROOT::RDF::RNode @@ -69,10 +71,12 @@ VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, /// Function to veto jets overlapping with particle candidates /// /// \param[in] df the input dataframe -/// \param[out] output_col the name of the produced mask \param[in] jet_eta name -/// of the jet etas \param[in] jet_phi name of the jet phis \param[in] p4_1 four -/// vector of the first particle candidate \param[in] deltaRmin minimum required -/// distance in dR between jets and particle candidates +/// \param[out] output_col the name of the produced mask +/// \param[in] jet_eta name of the jet etas +/// \param[in] jet_phi name of the jet phis +/// \param[in] p4_1 four vector of the first particle candidate +/// \param[in] deltaRmin minimum required distance in dR between jets and +/// particle candidates /// /// \return a dataframe containing the new mask ROOT::RDF::RNode @@ -111,10 +115,13 @@ VetoOverlappingJets(ROOT::RDF::RNode df, const std::string &output_col, /// condition) /// /// \param[in] df the input dataframe -/// \param[out] output_col the name of the produced mask \param[in] jet_eta name -/// of the jet etas \param[in] jet_phi name of the jet phis \param[in] p4_1 four -/// vector of the first particle candidate \param[in] deltaRmin minimum required -/// distance in dR between jets and particle candidates +/// \param[out] output_col the name of the produced mask +/// \param[in] jet_eta name of the jet etas +/// \param[in] jet_phi name of the jet phis +/// \param[in] p4_1 four vector of the first particle candidate +/// \param[in] lep_is_iso isolation condition of the first particle candidate +/// \param[in] deltaRmin minimum required distance in dR between jets and +/// particle candidates /// /// \return a dataframe containing the new mask ROOT::RDF::RNode VetoOverlappingJetsIsoLepOnly(ROOT::RDF::RNode df, @@ -203,8 +210,9 @@ namespace jet { /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe \param[in] nameID name of the ID column in the NanoAOD \param[in] -/// idxID bitvalue of the WP the has to be passed +/// dataframe +/// \param[in] nameID name of the ID column in the NanoAOD +/// \param[in] idxID bitvalue of the WP the has to be passed /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, @@ -216,9 +224,11 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe \param[in] nameID name of the ID column in the NanoAOD \param[in] -/// idxID bitvalue of the WP the has to be passed \param[in] jet_pt name of the -/// input jet pts \param[in] jet_pt_cut threshold for the input jet pts +/// dataframe +/// \param[in] nameID name of the ID column in the NanoAOD +/// \param[in] idxID bitvalue of the WP the has to be passed +/// \param[in] jet_pt name of the input jet pts +/// \param[in] jet_pt_cut threshold for the input jet pts /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutPUID(ROOT::RDF::RNode df, const std::string &maskname, @@ -639,6 +649,8 @@ ROOT::RDF::RNode btagValue(ROOT::RDF::RNode df, const std::string &outputname, /// /// \param[in] df the input dataframe /// \param[out] outputname the name of the produced quantity +/// \param[in] flavorcolumn name of the column that contains flavor values of +/// the jets /// \param[in] jetcollection name of the vector that contains jet indices of the /// jets belonging to the collection, its length constitutes the output quantity /// \param position The position in the jet collection vector, which is used to From 6fb79f8b625906ccdfebad9db0a07322f8b6e439 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:15:04 +0200 Subject: [PATCH 134/284] fix docstrings and format in lorentzvectors --- src/lorentzvectors.cxx | 27 ++++++++++----------------- 1 file changed, 10 insertions(+), 17 deletions(-) diff --git a/src/lorentzvectors.cxx b/src/lorentzvectors.cxx index ea71b983..d7b09ba7 100644 --- a/src/lorentzvectors.cxx +++ b/src/lorentzvectors.cxx @@ -103,6 +103,7 @@ ROOT::RDF::RNode build(ROOT::RDF::RNode df, * energy lorentz vector. * @return a new df, containing the new column */ + ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, const std::string &met_phi, const std::string &outputname) { @@ -116,34 +117,26 @@ ROOT::RDF::RNode buildMet(ROOT::RDF::RNode df, const std::string &met_pt, return df.Define(outputname, construct_metvector, {met_pt, met_phi}); } /** - * @brief Function used to construct the missing transverse energy lorentz - * vector from the dileptonsystem from the Higgs boson + * @brief Function to scale a lorentz vector by a scale factor. * * @param df the input dataframe * @param outputname name of the new column containing the missing transverse * energy lorentz vector. - * @param inputvector a vector of the two names of the columns containing the required lorentz vectors - * @param p4_miss_sf the scale factor, that is applied to the di lepton system to obtain the vector of missing - * energy + * @param inputvector a vector of the two names of the columns containing the + * required lorentz vectors + * @param p4_sf the scale factor, that is applied to the input lorentz vector * @return a new df, containing the new column */ -/// Function to calculate the neutrino four vector from a pair of lorentz vectors (visible Higgs system) and -/// add it to the dataframe. see AN(HIG-19-010) -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the new column containing the pt value - -/// -/// \returns a dataframe with the new column ROOT::RDF::RNode scaleP4(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvector, const float &p4_sf) { + const std::vector &inputvector, + const float &p4_sf) { return df.Define( outputname, [p4_sf](const ROOT::Math::PtEtaPhiMVector &p4) { if (p4.pt() < 0.0) - return ROOT::Math::PtEtaPhiMVector(default_float,default_float,default_float, - default_float); - auto p4_scaled = p4_sf*p4; + return ROOT::Math::PtEtaPhiMVector( + default_float, default_float, default_float, default_float); + auto p4_scaled = p4_sf * p4; return p4_scaled; }, inputvector); From ba8305e1282e03d8e918afc4a877a508d34506bf Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:15:18 +0200 Subject: [PATCH 135/284] fix docstrings and format in met --- src/met.cxx | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/src/met.cxx b/src/met.cxx index 72df6032..70eec394 100644 --- a/src/met.cxx +++ b/src/met.cxx @@ -397,13 +397,12 @@ ROOT::RDF::RNode genBosonRapidity(ROOT::RDF::RNode df, not, the outputcolumn contains the original met value vector * @return a new df containing the corrected met lorentz vector */ -ROOT::RDF::RNode -propagateLeptonsToMet(ROOT::RDF::RNode df, const std::string &met, - const std::string &p4_1_uncorrected, - const std::string &p4_2_uncorrected, - const std::string &p4_3_uncorrected, - const std::string &p4_1, const std::string &p4_2, const std::string &p4_3, - const std::string &outputname, bool apply_propagation) { +ROOT::RDF::RNode propagateLeptonsToMet( + ROOT::RDF::RNode df, const std::string &met, + const std::string &p4_1_uncorrected, const std::string &p4_2_uncorrected, + const std::string &p4_3_uncorrected, const std::string &p4_1, + const std::string &p4_2, const std::string &p4_3, + const std::string &outputname, bool apply_propagation) { auto scaleMet = [](const ROOT::Math::PtEtaPhiMVector &met, const ROOT::Math::PtEtaPhiMVector &uncorrected_object, const ROOT::Math::PtEtaPhiMVector &corrected_object) { @@ -441,23 +440,24 @@ propagateLeptonsToMet(ROOT::RDF::RNode df, const std::string &met, Logger::get("propagateLeptonsToMet") ->debug("Setting up correction for first lepton {}", p4_1); Logger::get("propagateLeptonsToMet") - ->debug("p4 uncorr. {}, p4 corr {}", p4_1_uncorrected,p4_1); + ->debug("p4 uncorr. {}, p4 corr {}", p4_1_uncorrected, p4_1); auto df1 = df.Define(outputname + "_intermediate1", scaleMet, {met, p4_1_uncorrected, p4_1}); - // second correct for the second lepton with the p4_1 corrected met as input, store the met in an - // intermediate2 column + // second correct for the second lepton with the p4_1 corrected met as + // input, store the met in an intermediate2 column Logger::get("propagateLeptonsToMet") ->debug("Setting up correction for second lepton {}", p4_2); Logger::get("propagateLeptonsToMet") - ->debug("p4 uncorr. {}, p4 corr {}", p4_2_uncorrected,p4_2); - auto df2 = df1.Define(outputname + "_intermediate2", scaleMet, - {outputname + "_intermediate1", p4_2_uncorrected, p4_2}); + ->debug("p4 uncorr. {}, p4 corr {}", p4_2_uncorrected, p4_2); + auto df2 = + df1.Define(outputname + "_intermediate2", scaleMet, + {outputname + "_intermediate1", p4_2_uncorrected, p4_2}); // after the third lepton correction, the correct output column is // used Logger::get("propagateLeptonsToMet") ->debug("Setting up correction for third lepton {}", p4_3); Logger::get("propagateLeptonsToMet") - ->debug("p4 uncorr. {}, p4 corr {}", p4_3_uncorrected,p4_3); + ->debug("p4 uncorr. {}, p4 corr {}", p4_3_uncorrected, p4_3); return df2.Define( outputname, scaleMet, {outputname + "_intermediate2", p4_3_uncorrected, p4_3}); From d85cace8e315ba915de4b15a258786c823ae83e7 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:15:38 +0200 Subject: [PATCH 136/284] fix docstrings and format in physicsobjects --- src/physicsobjects.cxx | 133 ++++++++++++++++++++++++----------------- 1 file changed, 78 insertions(+), 55 deletions(-) diff --git a/src/physicsobjects.cxx b/src/physicsobjects.cxx index 6f5fdcbb..0126d487 100644 --- a/src/physicsobjects.cxx +++ b/src/physicsobjects.cxx @@ -94,12 +94,13 @@ ROOT::RDF::RNode CutDxy(ROOT::RDF::RNode df, const std::string &quantity, /// \param[out] maskname the name of the mask to be added as column to the /// \param[in] etaColumnName name of the eta column in the NanoAOD dataframe /// \param[in] cutVarColumnName name of the variable column to apply the -/// selection in the NanoAOD dataframe \param[in] etaBoundary boundary of -/// absolute eta for the barrel and endcap regions of the detector \param[in] -/// lowerThresholdBarrel lower threshold for the barrel \param[in] -/// upperThresholdBarrel upper threshold for the barrel \param[in] -/// lowerThresholdEndcap lower threshold for the endcap \param[in] -/// upperThresholdEndcap upper threshold for the barrel +/// selection in the NanoAOD dataframe +/// \param[in] etaBoundary boundary of absolute eta for the barrel and endcap +/// regions of the detector +/// \param[in] lowerThresholdBarrel lower threshold for the barrel +/// \param[in] upperThresholdBarrel upper threshold for the barrel +/// \param[in] lowerThresholdEndcap lower threshold for the endcap +/// \param[in] upperThresholdEndcap upper threshold for the barrel /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutVariableBarrelEndcap( @@ -129,9 +130,10 @@ ROOT::RDF::RNode CutVariableBarrelEndcap( /// /// \param[in] df the input dataframe /// \param[out] outputmaskname the name of the new mask to be added as column to -/// the dataframe \param[in] inputmaskname the name of the input mask \param[in] -/// dileptonpair name of the column of the dileptonpair \param[in] index index -/// of the particle candidate to be ignored by mask +/// the dataframe +/// \param[in] inputmaskname the name of the input mask +/// \param[in] dileptonpair name of the column of the dileptonpair +/// \param[in] index index of the particle candidate to be ignored by mask /// /// \return a dataframe containing the new mask ROOT::RDF::RNode VetoCandInMask(ROOT::RDF::RNode df, @@ -326,9 +328,9 @@ ROOT::RDF::RNode DeltaRParticleVeto( /// /// \param[in] df the input dataframe /// \param[out] corrected_mass the name of the corrected masses to be determined -/// \param[in] raw_mass name of the input mass \param[in] raw_pt name of the -/// uncorrected object pts \param[in] corrected_pt name of the corrected object -/// pts +/// \param[in] raw_mass name of the input mass +/// \param[in] raw_pt name of the uncorrected object pts +/// \param[in] corrected_pt name of the corrected object pts /// /// \return a dataframe containing the modified object masses ROOT::RDF::RNode ObjectMassCorrectionWithPt(ROOT::RDF::RNode df, @@ -361,10 +363,12 @@ ROOT::RDF::RNode ObjectMassCorrectionWithPt(ROOT::RDF::RNode df, /// \param[in] leptons_eta name of the input eta column of the lepton collection /// \param[in] leptons_phi name of the input phi column of the lepton collection /// \param[in] leptons_mass name of the input mass column of the lepton -/// collection \param[in] leptons_charge name of the input charge column of the -/// lepton collection \param[in] leptons_mask name of the input mask column of -/// the lepton collection that marks lepton to be taken into account \param[in] -/// dR_cut minimum required angular distance between the leptons +/// collection +/// \param[in] leptons_charge name of the input charge column of the +/// lepton collection +/// \param[in] leptons_mask name of the input mask column of +/// the lepton collection that marks lepton to be taken into account +/// \param[in] dR_cut minimum required angular distance between the leptons /// /// \return a dataframe containing the new bool column ROOT::RDF::RNode CheckForDiLeptonPairs( @@ -409,7 +413,8 @@ namespace muon { /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe \param[in] nameID name of the ID column in the NanoAOD +/// dataframe +/// \param[in] nameID name of the ID column in the NanoAOD /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, @@ -426,7 +431,8 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, /// \param[in] df the input dataframe /// \param[in] isolationName name of the isolation column in the NanoAOD /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe \param[in] Threshold maximal isolation threshold +/// dataframe +/// \param[in] Threshold maximal isolation threshold /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, @@ -442,7 +448,8 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, /// \param[in] df the input dataframe /// \param[in] isolationName name of the isolation column in the NanoAOD /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe \param[in] Threshold minimal isolation threshold +/// dataframe +/// \param[in] Threshold minimal isolation threshold /// /// \return a dataframe containing the new mask ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, @@ -459,18 +466,23 @@ ROOT::RDF::RNode AntiCutIsolation(ROOT::RDF::RNode df, /// \param[in] isTracker name of the signature column in the NanoAOD /// \param[in] isGlobal name of the signature column in the NanoAOD /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe +/// dataframe /// /// \return a dataframe containing the new mask -ROOT::RDF::RNode CutIsTrackerOrIsGlobal(ROOT::RDF::RNode df, const std::string &isTracker, const std::string &isGlobal, const std::string &maskname) { - auto lambda = [](const ROOT::RVec &tracker, const ROOT::RVec &global) { - ROOT::RVec mask = (tracker == 1 || global == 1); - Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("istracker {}, isglobal {}, mask {}", tracker, global, mask); - return mask; - }; - auto df1 = df.Define(maskname, lambda, {isTracker, isGlobal}); - return df1; +ROOT::RDF::RNode CutIsTrackerOrIsGlobal(ROOT::RDF::RNode df, + const std::string &isTracker, + const std::string &isGlobal, + const std::string &maskname) { + auto lambda = [](const ROOT::RVec &tracker, + const ROOT::RVec &global) { + ROOT::RVec mask = (tracker == 1 || global == 1); + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") + ->debug("istracker {}, isglobal {}, mask {}", tracker, global, + mask); + return mask; + }; + auto df1 = df.Define(maskname, lambda, {isTracker, isGlobal}); + return df1; } /// Function to create a column of vector of random numbers between 0 and 1 /// with size of the input object collection @@ -609,7 +621,8 @@ namespace tau { /// \param[in] df the input dataframe /// \param[in] tau_dms name of the column with tau decay modes /// \param[out] maskname the name of the new mask to be added as column to the -/// dataframe \param[in] SelectedDecayModes a `std::vector` containing the +/// dataframe +/// \param[in] SelectedDecayModes a `std::vector` containing the /// decay modes, that should pass the cut /// /// \return a dataframe containing the new mask @@ -651,7 +664,8 @@ ROOT::RDF::RNode CutTauID(ROOT::RDF::RNode df, const std::string &maskname, /// \param[in] eta name of raw tau eta /// \param[in] decayMode decay mode of the tau /// \param[in] genMatch column with genmatch values (from prompt e, prompt mu, -/// tau->e, tau->mu, had. tau) \param[in] sf_file: +/// tau->e, tau->mu, had. tau) +/// \param[in] sf_file: /// 2018: /// https://cms-nanoaod-integration.web.cern.ch/commonJSONSFs/TAU_tau_Run2_UL/TAU_tau_2018_UL.html /// 2017: @@ -662,11 +676,13 @@ ROOT::RDF::RNode CutTauID(ROOT::RDF::RNode df, const std::string &maskname, /// \param[in] jsonESname name of the tau energy correction in the json file /// \param[in] idAlgorithm name of the used tau id algorithm /// \param[in] sf_dm0_b scale factor to be applied to taus with decay mode 0 and -/// eta region barrel \param[in] sf_dm1_b scale factor to be applied to taus -/// with decay mode 1 and eta region barrel \param[in] sf_dm0_e scale factor to -/// be applied to taus with decay mode 0 and eta region endcap \param[in] -/// sf_dm1_e scale factor to be applied to taus with decay mode 1 and eta region -/// endcap name of the tau decay mode quantity +/// eta region barrel +/// \param[in] sf_dm1_b scale factor to be applied to taus +/// with decay mode 1 and eta region barrel +/// \param[in] sf_dm0_e scale factor to +/// be applied to taus with decay mode 0 and eta region endcap +/// \param[in] sf_dm1_e scale factor to be applied to taus with decay mode 1 and +/// eta region endcap name of the tau decay mode quantity /// /// \return a dataframe containing the new mask ROOT::RDF::RNode @@ -796,7 +812,8 @@ PtCorrection_muFake(ROOT::RDF::RNode df, const std::string &corrected_pt, /// /// \param[in] df the input dataframe /// \param[out] corrected_pt name of the corrected tau pt to be calculated -/// \param[in] pt name of the raw tau pt \param[in] decayMode +/// \param[in] pt name of the raw tau pt +/// \param[in] decayMode decay mode of the tau /// \param[in] sf_dm0 scale factor to be applied to taus with decay mode 0 /// \param[in] sf_dm1 scale factor to be applied to other 1 prong taus /// \param[in] sf_dm10 scale factor to be applied to taus with decay mode 10 @@ -970,7 +987,8 @@ ROOT::RDF::RNode CutID(ROOT::RDF::RNode df, const std::string &maskname, /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to -/// the dataframe \param[in] nameID name of the ID column in the NanoAOD +/// the dataframe +/// \param[in] nameID name of the ID column in the NanoAOD /// \param[in] IDvalue value of the WP the has to be passed /// /// \return a dataframe containing the new mask @@ -984,7 +1002,8 @@ ROOT::RDF::RNode CutCBID(ROOT::RDF::RNode df, const std::string &maskname, /// /// \param[in] df the input dataframe /// \param[out] maskname the name of the new mask to be added as column to -/// the dataframe \param[in] nameID name of the ID column in the NanoAOD +/// the dataframe +/// \param[in] nameID name of the ID column in the NanoAOD /// \param[in] IDvalue value of the WP the has to be failed /// /// \return a dataframe containing the new mask @@ -1001,7 +1020,8 @@ ROOT::RDF::RNode AntiCutCBID(ROOT::RDF::RNode df, const std::string &maskname, /// \param[in] df the input dataframe /// \param[in] isolationName name of the isolation column in the NanoAOD /// \param[out] maskname the name of the new mask to be added as column to -/// the dataframe \param[in] Threshold maximal isolation threshold +/// the dataframe +/// \param[in] Threshold maximal isolation threshold /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, @@ -1015,17 +1035,18 @@ ROOT::RDF::RNode CutIsolation(ROOT::RDF::RNode df, const std::string &maskname, /// electrons supercluster /// /// \param[in] df the input dataframe -/// \param[in] quantity name of the electron eta column in the NanoAOD -/// \param[in] quantity name of the electron deltaEtaSC column in the NanoAOD -/// \param[in] quantity name of the Dxy column in the NanoAOD -/// \param[in] quantity name of the Dz column in the NanoAOD +/// \param[in] eta quantity name of the electron eta column in the NanoAOD +/// \param[in] detasc quantity name of the electron deltaEtaSC column in the +/// NanoAOD +/// \param[in] dxy quantity name of the Dxy column in the NanoAOD +/// \param[in] dz quantity name of the Dz column in the NanoAOD /// \param[out] maskname the name of the mask to be added as column to the /// dataframe -/// \param[in] abs(eta) of the EB-EE transition -/// \param[in] Threshold maximal Dxy value in the barrel -/// \param[in] Threshold maximal Dz value in the barrel -/// \param[in] Threshold maximal Dxy value in the endcap -/// \param[in] Threshold maximal Dz value in the endcap +/// \param[in] abseta_eb_ee abs(eta) of the EB-EE transition +/// \param[in] max_dxy_eb Threshold maximal Dxy value in the barrel +/// \param[in] max_dz_eb Threshold maximal Dz value in the barrel +/// \param[in] max_dxy_ee hreshold maximal Dxy value in the endcap +/// \param[in] max_dz_ee Threshold maximal Dz value in the endcap /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, const std::string &eta, @@ -1054,12 +1075,14 @@ ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, const std::string &eta, /// the electrons supercluster /// /// \param[in] df the input dataframe -/// \param[in] quantity name of the electron eta column in the NanoAOD -/// \param[in] quantity name of the electron deltaEtaSC column in the NanoAOD -/// \param[out] maskname the name of the mask to be added as column to the -/// dataframe -/// \param[in] abs(eta) of the beginning of the transition region -/// \param[in] abs(eta) of the end of the transition region +/// \param[in] eta quantity name of the electron eta column in the NanoAOD +/// \param[in] detasc quantity name of the electron deltaEtaSC column in the +/// NanoAOD +/// \param[out] maskname the name of the mask to be added as column to +/// the dataframe +/// \param[in] end_eb abs(eta) of the beginning of the transition +/// region +///\param[in] start_ee abs(eta) of the end of the transition region /// /// \return a dataframe containing the new mask ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, const std::string &eta, From 5e6a1f30b0265661da1af85e7463e34009dd589f Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:15:54 +0200 Subject: [PATCH 137/284] fix docstrings and format in quantities --- src/quantities.cxx | 59 +++++++++++++++++++++++++--------------------- 1 file changed, 32 insertions(+), 27 deletions(-) diff --git a/src/quantities.cxx b/src/quantities.cxx index f48582a7..81d8c9f7 100644 --- a/src/quantities.cxx +++ b/src/quantities.cxx @@ -153,23 +153,24 @@ ROOT::RDF::RNode charge(ROOT::RDF::RNode df, const std::string &outputname, }, {pairname, chargecolumn}); } -/// Function to calculate the scalar sum of pts for given lorentz vectors and add it to the -/// dataframe +/// Function to calculate the scalar sum of pts for given lorentz vectors and +/// add it to the dataframe /// /// \param df the dataframe to add the quantity to /// \param outputname name of the new column containing the pt value -/// \param inputvector name of the column containing the lorentz vector -/// +/// \param pt_1 name of the column containing the first lorentz vector +/// \param pt_2 name of the column containing the second lorentz vector +/// \param pt_3 name of the column containing the third lorentz vector /// \returns a dataframe with the new column ROOT::RDF::RNode scalarPtSum(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &pt_1, const std::string &pt_2, const std::string &pt_3) { + const std::string &pt_1, const std::string &pt_2, + const std::string &pt_3) { // build scalar sum of pts of 3 objects return df.Define( outputname, - [](const float &pt_1, - const float &pt_2, const float &pt_3) { - if (pt_3 < 0.0 || pt_3 < 0.0 || pt_3 < 0.0) + [](const float &pt_1, const float &pt_2, const float &pt_3) { + if (pt_1 < 0.0 || pt_2 < 0.0 || pt_3 < 0.0) return default_float; auto const triple_lepton_pt = pt_1 + pt_2 + pt_3; return (float)triple_lepton_pt; @@ -177,7 +178,7 @@ ROOT::RDF::RNode scalarPtSum(ROOT::RDF::RNode df, const std::string &outputname, {pt_1, pt_2, pt_3}); } /** - * @brief function used to calculate the deltaPhi between two lorentz vectors. $\phi_1$ is from the first lorentz vector and $\phi_2$ is from the second lorentz vector. + * @brief function used to calculate the deltaPhi between two lorentz vectors. * * @param df name of the dataframe * @param outputname name of the new column containing the deltaR value @@ -186,15 +187,17 @@ ROOT::RDF::RNode scalarPtSum(ROOT::RDF::RNode df, const std::string &outputname, * @return a new dataframe with the new column */ ROOT::RDF::RNode deltaPhi(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &p_1_p4, const std::string &p_2_p4) { + const std::string &p_1_p4, + const std::string &p_2_p4) { auto calculate_deltaPhi = [](ROOT::Math::PtEtaPhiMVector &p_1_p4, - ROOT::Math::PtEtaPhiMVector &p_2_p4) { + ROOT::Math::PtEtaPhiMVector &p_2_p4) { return ROOT::Math::VectorUtil::DeltaPhi(p_1_p4, p_2_p4); }; return df.Define(outputname, calculate_deltaPhi, {p_1_p4, p_2_p4}); } /** - * @brief function used to calculate the deltaPhi between the lepton from a W and the visible Higgs decay products. $\phi_1$ is from the first lorentz vector and $\phi_2$ is from the second lorentz vector and \phi_3$ is from the third lorentz vector. + * @brief function used to calculate the deltaPhi between the lepton from a W + * and the visible Higgs decay products. * * @param df name of the dataframe * @param outputname name of the new column containing the deltaR value @@ -204,9 +207,12 @@ ROOT::RDF::RNode deltaPhi(ROOT::RDF::RNode df, const std::string &outputname, * @return a new dataframe with the new column */ ROOT::RDF::RNode deltaPhi_WH(ROOT::RDF::RNode df, const std::string &outputname, - const std::string &p_1_p4, const std::string &p_2_p4, const std::string &p_3_p4) { + const std::string &p_1_p4, + const std::string &p_2_p4, + const std::string &p_3_p4) { auto calculate_deltaPhi = [](ROOT::Math::PtEtaPhiMVector &p_1_p4, - ROOT::Math::PtEtaPhiMVector &p_2_p4, ROOT::Math::PtEtaPhiMVector &p_3_p4) { + ROOT::Math::PtEtaPhiMVector &p_2_p4, + ROOT::Math::PtEtaPhiMVector &p_3_p4) { auto const dileptonsystem = p_2_p4 + p_3_p4; return ROOT::Math::VectorUtil::DeltaPhi(p_1_p4, dileptonsystem); }; @@ -363,7 +369,8 @@ ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, }, inputvectors); } -/// Function to calculate the pt of the W from a the visible lepton fourvector, the met four vector and the neutrino four vector from the Higgs system and +/// Function to calculate the pt of the W from a the visible lepton fourvector, +/// the met four vector and the neutrino four vector from the Higgs system and /// add it to the dataframe. /// /// \param df the dataframe to add the quantity to @@ -374,7 +381,7 @@ ROOT::RDF::RNode pt_vis(ROOT::RDF::RNode df, const std::string &outputname, /// \returns a dataframe with the new column ROOT::RDF::RNode pt_W(ROOT::RDF::RNode df, const std::string &outputname, - const std::vector &inputvectors) { + const std::vector &inputvectors) { // build visible pt from the two particles return df.Define( outputname, @@ -470,8 +477,9 @@ ROOT::RDF::RNode mTdileptonMET(ROOT::RDF::RNode df, /** * @brief function used to calculate the deltaR between two lorentz vectors. It - is defined as \f[ \Delta R = \sqrt{(\eta_1 - \eta_2)^2 + (\phi_1 - \phi_2)^2} - \f$ where $\eta_1$ and $\phi_1$ are from the first lorentz vector and $\eta_2$ + is defined as + $\f[ \Delta R = \sqrt{(\eta_1 - \eta_2)^2 + (\phi_1 - \phi_2)^2} \f$ + where $\eta_1$ and $\phi_1$ are from the first lorentz vector and $\eta_2$ and $\phi_2$ are from the second lorentz vector. * * @param df name of the dataframe @@ -907,15 +915,14 @@ ROOT::RDF::RNode is_global(ROOT::RDF::RNode df, const std::string &outputname, * @param outputname the name of the new quantity * @param position position of the muon in the pair vector * @param pairname name of the column containing the pair vector - * @param trackerflagcolumn name of the column containing the muon is global flag + * @param trackerflagcolumn name of the column containing the muon is global + * flag * @return a dataframe with the new column */ ROOT::RDF::RNode is_tracker(ROOT::RDF::RNode df, const std::string &outputname, - const int &position, const std::string &pairname, - const std::string &trackerflagcolumn) { - Logger::get("muonIsTrackerflag") - ->debug( - "is tracker pos {}", position); + const int &position, const std::string &pairname, + const std::string &trackerflagcolumn) { + Logger::get("muonIsTrackerflag")->debug("is tracker pos {}", position); return df.Define(outputname, [position](const ROOT::RVec &pair, const ROOT::RVec &trackerflag) { @@ -939,9 +946,7 @@ namespace electron { ROOT::RDF::RNode id(ROOT::RDF::RNode df, const std::string &outputname, const int &position, const std::string &pairname, const std::string &idcolumn) { - Logger::get("electronIDflag") - ->debug( - "ele ID position {}", position); + Logger::get("electronIDflag")->debug("ele ID position {}", position); return df.Define( outputname, [position](const ROOT::RVec &pair, const ROOT::RVec &id) { From 358531a8220e86c0318849b56249834a2a09c156 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:16:09 +0200 Subject: [PATCH 138/284] fix docstrings and format in topreco --- src/topreco.cxx | 662 +++++++++++++++++++++++++++++------------------- 1 file changed, 405 insertions(+), 257 deletions(-) diff --git a/src/topreco.cxx b/src/topreco.cxx index 4d7154c1..8cc51764 100644 --- a/src/topreco.cxx +++ b/src/topreco.cxx @@ -20,45 +20,67 @@ const float TOP_MASS = 172.5; // gen mass namespace topreco { -/// Function to create columns for isolated and antiisolated leptons quantities, -/// as used for a semileptonic top selection -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the number of loose muons -/// \param[in] name of the column containing the number of loose electrons -/// \param[in] name of the column containing the number of tight muons -/// \param[in] name of the column containing the number of tight electrons -/// \param[in] name of the column containing the mask for tight muons -/// \param[in] name of the column containing the mask for tight electrons -/// \param[in] name of the column containing the number of antitight muons -/// \param[in] name of the column containing the number of antitight electrons -/// \param[in] name of the column containing the mask for antitight muons -/// \param[in] name of the column containing the mask for antitight electrons -/// \param[in] name of the column for the muon pT in nanoAOD -/// \param[in] name of the column for the muon eta in nanoAOD -/// \param[in] name of the column for the muon phi in nanoAOD -/// \param[in] name of the column for the muon mass in nanoAOD -/// \param[in] name of the column for the muon charge in nanoAOD -/// \param[in] name of the column for the electron pT in nanoAOD -/// \param[in] name of the column for the electron eta in nanoAOD -/// \param[in] name of the column for the electron delta eta eta_sc in nanoAOD -/// \param[in] name of the column for the electron phi in nanoAOD -/// \param[in] name of the column for the electron mass in nanoAOD -/// \param[in] name of the column for the electron charge in nanoAOD -/// \param[out] name of the output column for the number of loose leptons -/// \param[out] name of the output column for the number of tight leptons -/// \param[out] name of the output column for the number of antitight leptons -/// \param[out] name of the output column for a muon flag (tight and antitight) -/// \param[out] name of the output column for an electron flag (tight and -/// antitight) \param[out] name of the output column for an isolation flag (muon -/// and electron) \param[out] name of the output column for the lepton -/// four-momenta \param[out] name of the output column for the lepton -/// supercluster eta \param[out] name of the output column for the lepton charge -/// \param[out] name of the output column for the muon index with respect to the -/// nanoAOD input branches \param[out] name of the output column for the -/// electron index with respect to the nanoAOD input branches -/// -/// \return a dataframe containing the new columns +/** + * Function to create columns for isolated and antiisolated leptons quantities, + * as used for a semileptonic top selection. + * + * @param[in] df The input dataframe. + * @param[in] str_n_loose_mu Name of the column containing the number of loose + * muons. + * @param[in] str_n_loose_el Name of the column containing the number of loose + * electrons. + * @param[in] str_n_tight_mu Name of the column containing the number of tight + * muons. + * @param[in] str_n_tight_el Name of the column containing the number of tight + * electrons. + * @param[in] str_tight_muons_mask Name of the column containing the mask for + * tight muons. + * @param[in] str_tight_electrons_mask Name of the column containing the mask + * for tight electrons. + * @param[in] str_n_antitight_mu Name of the column containing the number of + * antitight muons. + * @param[in] str_n_antitight_el Name of the column containing the number of + * antitight electrons. + * @param[in] str_antitight_muons_mask Name of the column containing the mask + * for antitight muons. + * @param[in] str_antitight_electrons_mask Name of the column containing the + * mask for antitight electrons. + * @param[in] str_mu_pt Name of the column for the muon pT in nanoAOD. + * @param[in] str_mu_eta Name of the column for the muon eta in nanoAOD. + * @param[in] str_mu_phi Name of the column for the muon phi in nanoAOD. + * @param[in] str_mu_mass Name of the column for the muon mass in nanoAOD. + * @param[in] str_mu_charge Name of the column for the muon charge in nanoAOD. + * @param[in] str_el_pt Name of the column for the electron pT in nanoAOD. + * @param[in] str_el_eta Name of the column for the electron eta in nanoAOD. + * @param[in] str_el_detasc Name of the column for the electron delta eta eta_sc + * in nanoAOD. + * @param[in] str_el_phi Name of the column for the electron phi in nanoAOD. + * @param[in] str_el_mass Name of the column for the electron mass in nanoAOD. + * @param[in] str_el_charge Name of the column for the electron charge in + * nanoAOD. + * @param[out] str_n_loose_lep Name of the output column for the number of loose + * leptons. + * @param[out] str_n_tight_lep Name of the output column for the number of tight + * leptons. + * @param[out] str_n_antitight_lep Name of the output column for the number of + * antitight leptons. + * @param[out] str_is_mu Name of the output column for a muon flag (tight and + * antitight). + * @param[out] str_is_el Name of the output column for an electron flag (tight + * and antitight). + * @param[out] str_is_iso Name of the output column for an isolation flag (muon + * and electron). + * @param[out] str_lep_p4 Name of the output column for the lepton four-momenta. + * @param[out] str_lep_sceta Name of the output column for the lepton + * supercluster eta. + * @param[out] str_lep_charge Name of the output column for the lepton charge. + * @param[out] str_mu_index Name of the output column for the muon index with + * respect to the nanoAOD input branches. + * @param[out] str_el_index Name of the output column for the electron index + * with respect to the nanoAOD input branches. + * + * @return A dataframe containing the new columns. + */ ROOT::RDF::RNode LeptonSelection( ROOT::RDF::RNode df, const std::string &str_n_loose_mu, const std::string &str_n_loose_el, const std::string &str_n_tight_mu, @@ -371,16 +393,19 @@ void fcn_minus(Int_t &npar, Double_t *gin, Double_t &f, Double_t *par, f = min_fminus(par); } -/// Function to reconstruct a leptonic W boson based on mass constraints and a -/// numerical quadratic equation solver -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the lepton four-momenta -/// \param[in] name of the column containing the missing transverse momentum -/// four-momenta \param[out] name of the output column for reconstructed W boson -/// four-momenta -/// -/// \return a dataframe containing the new columns +/** + * Function to reconstruct a leptonic W boson based on mass constraints and a + * numerical quadratic equation solver. + * + * @param[in] df The input dataframe. + * @param[in] str_lep_p4 Name of the column containing the lepton four-momenta. + * @param[in] str_met_p4 Name of the column containing the missing transverse + * momentum four-momenta. + * @param[out] str_wlep_p4 Name of the output column for reconstructed W boson + * four-momenta. + * + * @return A dataframe containing the new columns. + */ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, const std::string &str_lep_p4, const std::string &str_met_p4, @@ -638,6 +663,19 @@ ROOT::RDF::RNode ReconstructLeptonicW(ROOT::RDF::RNode df, return df.Define(str_wlep_p4, leptonicW, {str_lep_p4, str_met_p4}); } +/** + * Selects events with a given number of jets and b-jets. + * + * @param[in] df The input dataframe. + * @param[in] njets The number of jets to select. + * @param[in] nbjets The number of b-jets to select. + * @param[in] str_good_jets_mask The name of the column containing the mask for + * good jets. + * @param[in] str_good_bjets_mask The name of the column containing the mask for + * good b-jets. + * + * @return A new dataframe containing the selected events. + */ ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, const int &nbjets, const std::string &str_good_jets_mask, @@ -657,36 +695,54 @@ ROOT::RDF::RNode JetSelection(ROOT::RDF::RNode df, const int &njets, return df2; } -/// Function to reconstruct a leptonic top quark from a b jet and a W boson -/// based on the number of jets and b jets in the event -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the W boson four-momenta -/// \param[in] name of the column containing the number of untagged jets in the -/// event \param[in] name of the column containing the hardest untagged jet -/// four-momenta \param[in] name of the column containing the hardest untagged -/// jet b tagging score \param[in] name of the column containing the second -/// hardest untagged jet four-momenta \param[in] name of the column containing -/// the second hardest untagged jet b tagging score \param[in] name of the -/// column containing the number of b-tagged jets in the event \param[in] name -/// of the column containing the hardest b-tagged jet four-momenta \param[in] -/// name of the column containing the hardest b-tagged jet b tagging score -/// \param[in] name of the column containing the second hardest b-tagged jet -/// four-momenta \param[in] name of the column containing the second hardest -/// b-tagged jet b tagging score \param[out] name of the output column for the -/// flag if the top quark is reconstructable \param[out] name of the output -/// column for the flag if the event falls into the 2j1b category \param[out] -/// name of the output column for the flag if the event falls into the 2j2b -/// category \param[out] name of the output column for the flag if the event -/// falls into the 3j1b category \param[out] name of the output column for the -/// flag if the event falls into the 3j2b category \param[out] name of the -/// output column for the vector of reconstructed particles four-momenta -/// \param[out] name of the output column for the reconstructed top quark -/// four-momenta \param[out] name of the output column for the reconstructed b -/// quark (top quark decay) four-momenta \param[out] name of the output column -/// for the reconstructed b quark (top quark production) four-momenta -/// -/// \return a dataframe containing the new columns +/** + * Function to reconstruct a leptonic top quark from a b jet and a W boson based + * on the number of jets and b jets in the event. + * + * @param[in] df The input dataframe. + * @param[in] str_wlep_p4 Name of the column containing the W boson + * four-momenta. + * @param[in] str_n_nonbjets Name of the column containing the number of + * untagged jets in the event. + * @param[in] str_nonbjet_p4_1 Name of the column containing the hardest + * untagged jet four-momenta. + * @param[in] str_nonbjet_btag_1 Name of the column containing the hardest + * untagged jet b tagging score. + * @param[in] str_nonbjet_p4_2 Name of the column containing the second hardest + * untagged jet four-momenta. + * @param[in] str_nonbjet_btag_2 Name of the column containing the second + * hardest untagged jet b tagging score. + * @param[in] str_n_bjets Name of the column containing the number of b-tagged + * jets in the event. + * @param[in] str_bjet_p4_1 Name of the column containing the hardest b-tagged + * jet four-momenta. + * @param[in] str_bjet_btag_1 Name of the column containing the hardest b-tagged + * jet b tagging score. + * @param[in] str_bjet_p4_2 Name of the column containing the second hardest + * b-tagged jet four-momenta. + * @param[in] str_bjet_btag_2 Name of the column containing the second hardest + * b-tagged jet b tagging score. + * @param[out] str_is_reco Name of the output column for the flag if the top + * quark is reconstructable. + * @param[out] str_is_jjb Name of the output column for the flag if the event + * falls into the 2j1b category. + * @param[out] str_is_jjbb Name of the output column for the flag if the event + * falls into the 2j2b category. + * @param[out] str_is_jjjb Name of the output column for the flag if the event + * falls into the 3j1b category. + * @param[out] str_is_jjjbb Name of the output column for the flag if the event + * falls into the 3j2b category. + * @param[out] str_reco_p4s Name of the output column for the vector of + * reconstructed particles four-momenta. + * @param[out] str_top_p4 Name of the output column for the reconstructed top + * quark four-momenta. + * @param[out] str_tb_p4 Name of the output column for the reconstructed b quark + * (top quark decay) four-momenta. + * @param[out] str_sb_p4 Name of the output column for the reconstructed b quark + * (top quark production) four-momenta. + * + * @return A dataframe containing the new columns. + */ ROOT::RDF::RNode TopReco(ROOT::RDF::RNode df, const std::string &str_wlep_p4, const std::string &str_n_nonbjets, const std::string &str_nonbjet_p4_1, @@ -830,45 +886,70 @@ TopReco(ROOT::RDF::RNode df, const std::string &str_wlep_p4, return df10; } -/// Function to create additional variables useful in a DNN training -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the flag if a top quark was -/// reconstructed \param[in] name of the column containing the lepton -/// four-momenta \param[in] name of the column containing the missing transverse -/// momentum four-momenta \param[in] name of the column containing the W boson -/// four-momenta \param[in] name of the column containing the hardest untagged -/// jet four-momenta \param[in] name of the column containing the hardest -/// untagged jet b tagging score \param[in] name of the column containing the -/// second hardest untagged jet four-momenta \param[in] name of the column -/// containing the second hardest untagged jet b tagging score \param[in] name -/// of the column containing the hardest b-tagged jet four-momenta \param[in] -/// name of the column containing the hardest b-tagged jet b tagging score -/// \param[in] name of the column containing the second hardest b-tagged jet -/// four-momenta \param[in] name of the column containing the second hardest -/// b-tagged jet b tagging score \param[in] name of the column containing the -/// reconstructed top quark four-momenta \param[in] name of the column -/// containing the reconstructed b quark (top quark decay) four-momenta -/// \param[in] name of the column containing the reconstructed b quark (top -/// quark production) four-momenta \param[in] name of the column containing the -/// mask for low pT jets \param[in] name of the column for the jet pT \param[in] -/// name of the column for the jet eta \param[in] name of the column for the jet -/// phi \param[in] name of the column for the jet mass \param[out] name of the -/// output column for the delta phi between the reconstructed top quark and the -/// hardest b jet \param[out] name of the output column for the delta eta -/// between the reconstructed top quark and the jet assigned to b quark of the -/// top quark decay \param[out] name of the output column for the delta phi -/// between the two b jets \param[out] name of the output column for the delta -/// eta between the lepton and the hardest b jet \param[out] name of the output -/// column for the invariant mass of the lepton and the second hardest b jet -/// \param[out] name of the output column for the transverse momentum of the two -/// combined b jets \param[out] name of the output column for the polarization -/// angle \param[out] name of the output column for the sum of Ht \param[out] -/// name of the output column for the third Fox-Wolfram moment \param[out] name -/// of the output column for the delta eta between the top quark reconstructed -/// from the second hardest b jet and the hardest b jet -/// -/// \return a dataframe containing the new columns +/** + * Function to create additional variables useful in a DNN training + * + * @param[in] df The input dataframe. + * @param[in] str_is_reco The name of the column containing the flag if a top + * quark was reconstructed. + * @param[in] str_lep_p4 The name of the column containing the lepton + * four-momenta. + * @param[in] str_met_p4 The name of the column containing the missing + * transverse momentum four-momenta. + * @param[in] str_wlep_p4 The name of the column containing the W boson + * four-momenta. + * @param[in] str_nonbjet_p4_1 The name of the column containing the hardest + * untagged jet four-momenta. + * @param[in] str_nonbjet_btag_1 The name of the column containing the hardest + * untagged jet b tagging score. + * @param[in] str_nonbjet_p4_2 The name of the column containing the second + * hardest untagged jet four-momenta. + * @param[in] str_nonbjet_btag_2 The name of the column containing the second + * hardest untagged jet b tagging score. + * @param[in] str_bjet_p4_1 The name of the column containing the hardest + * b-tagged jet four-momenta. + * @param[in] str_bjet_btag_1 The name of the column containing the hardest + * b-tagged jet b tagging score. + * @param[in] str_bjet_p4_2 The name of the column containing the second hardest + * b-tagged jet four-momenta. + * @param[in] str_bjet_btag_2 The name of the column containing the second + * hardest b-tagged jet b tagging score. + * @param[in] str_top_p4 The name of the column containing the reconstructed top + * quark four-momenta. + * @param[in] str_tb_p4 The name of the column containing the reconstructed b + * quark (top quark decay) four-momenta. + * @param[in] str_sb_p4 The name of the column containing the reconstructed b + * quark (top quark production) four-momenta. + * @param[in] str_good_jetslowpt_mask The name of the column containing the mask + * for low pT jets. + * @param[in] str_jet_pt The name of the column for the jet pT. + * @param[in] str_jet_eta The name of the column for the jet eta. + * @param[in] str_jet_phi The name of the column for the jet phi. + * @param[in] str_jet_mass The name of the column for the jet mass. + * @param[out] str_dphi_top_b1 The name of the output column for the delta phi + * between the reconstructed top quark and the hardest b jet. + * @param[out] str_deta_top_sb The name of the output column for the delta eta + * between the reconstructed top quark and the jet assigned to b quark of the + * top quark decay. + * @param[out] str_dphi_b1_b2 The name of the output column for the delta phi + * between the two b jets. + * @param[out] str_deta_lep_b1 The name of the output column for the delta eta + * between the lepton and the hardest b jet. + * @param[out] str_m_lep_b2 The name of the output column for the invariant mass + * of the lepton and the second hardest b jet. + * @param[out] str_pt_b1_b2 The name of the output column for the transverse + * momentum of the two combined b jets. + * @param[out] str_costhetastar The name of the output column for the + * polarization angle. + * @param[out] str_sumht The name of the output column for the sum of Ht. + * @param[out] str_wolfram The name of the output column for the third + * Fox-Wolfram moment. + * @param[out] str_deta_topb2_b1 The name of the output column for the delta eta + * between the top quark reconstructed from the second hardest b jet and the + * hardest b jet. + * + * @return A dataframe containing the new columns. + */ ROOT::RDF::RNode DNNQuantities( ROOT::RDF::RNode df, const std::string &str_is_reco, const std::string &str_lep_p4, const std::string &str_met_p4, @@ -1146,63 +1227,89 @@ void sf_from_root_file(TH2D *h, int nbinsx, int nbinsy, float pt, float eta, *sf = h->GetBinContent(bin_index) - h->GetBinError(bin_index); } -/// Function to add columns for various different lepton scale factors -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the lepton pT -/// \param[in] name of the column containing the lepton eta -/// \param[in] name of the column containing the lepton supercluster (electrons -/// only) \param[in] name of the column containing the flag if the event -/// contains a muon \param[in] name of the column containing the flag if the -/// event contains an electron \param[in] name of the column containing the flag -/// if the event is (anti-)isolated \param[out] name of the output column for -/// the nominal muon trigger scale factor \param[out] name of the output column -/// for the up-shifted muon trigger scale factor \param[out] name of the output -/// column for the down-shifted muon trigger scale factor \param[out] name of -/// the output column for the nominal muon isolation scale factor \param[out] -/// name of the output column for the up-shifted muon isolation scale factor -/// \param[out] name of the output column for the down-shifted muon isolation -/// scale factor \param[out] name of the output column for the nominal muon ID -/// scale factor \param[out] name of the output column for the up-shifted muon -/// ID scale factor \param[out] name of the output column for the down-shifted -/// muon ID scale factor \param[out] name of the output column for the nominal -/// electron trigger scale factor \param[out] name of the output column for the -/// up-shifted electron trigger scale factor \param[out] name of the output -/// column for the down-shifted electron trigger scale factor \param[out] name -/// of the output column for the nominal electron isolation scale factor -/// \param[out] name of the output column for the up-shifted electron isolation -/// scale factor \param[out] name of the output column for the down-shifted -/// electron isolation scale factor \param[out] name of the output column for -/// the nominal electron ID scale factor \param[out] name of the output column -/// for the up-shifted electron ID scale factor \param[out] name of the output -/// column for the down-shifted electron ID scale factor \param[out] name of the -/// output column for the nominal electron ID scale factor \param[out] name of -/// the output column for the up-shifted electron ID scale factor \param[out] -/// name of the output column for the down-shifted muon ID scale factor -/// \param[out] name of the output column for the nominal electron -/// reconstruction scale factor \param[out] name of the output column for the -/// up-shifted electron reconstruction scale factor \param[out] name of the -/// output column for the down-shifted muon reconstruction scale factor -/// \param[in] name tag for the muon scale factors -/// \param[in] file name for the nominal muon trigger scale factor file -/// \param[in] file name for the shifted muon trigger scale factor file -/// \param[in] name of the nominal muon trigger scale factor in the JSON file -/// \param[in] name of the shifted muon trigger scale factor in the JSON file -/// \param[in] file name for the nominal muon isolation scale factor file -/// \param[in] file name for the shifted muon isolation scale factor file -/// \param[in] name of the nominal muon isolation scale factor in the JSON file -/// \param[in] name of the shifted muon isolation scale factor in the JSON file -/// \param[in] file name for the MUO POG correction lib file -/// \param[in] name of the muon ID scale factors -/// \param[in] name tag for the electron scale factors -/// \param[in] file name for the nominal electron trigger scale factor file -/// \param[in] file name for the shifted electron trigger scale factor file -/// \param[in] name of the nominal electron trigger scale factor in the JSON -/// file \param[in] name of the shifted electron trigger scale factor in the -/// JSON file \param[in] file name for the EGM POG correction lib file -/// \param[in] name of the electron ID scale factors -/// -/// \return a dataframe containing the new columns +/** + * Function to add columns for various different lepton scale factors + * + * @param[in] df the input dataframe + * @param[in] str_lep_pt name of the column containing the lepton pT + * @param[in] str_lep_eta name of the column containing the lepton eta + * @param[in] str_lep_sceta name of the column containing the lepton + * supercluster (electrons only) + * @param[in] str_lep_is_mu name of the column containing the flag if the event + * contains a muon + * @param[in] str_lep_is_el name of the column containing the flag if the event + * contains an electron + * @param[in] str_lep_is_iso name of the column containing the flag if the event + * is (anti-)isolated + * @param[out] str_lep_sf_mu_trigger_nom name of the output column for the + * nominal muon trigger scale factor + * @param[out] str_lep_sf_mu_trigger_up name of the output column for the + * up-shifted muon trigger scale factor + * @param[out] str_lep_sf_mu_trigger_down name of the output column for the + * down-shifted muon trigger scale factor + * @param[out] str_lep_sf_mu_iso_nom name of the output column for the nominal + * muon isolation scale factor + * @param[out] str_lep_sf_mu_iso_up name of the output column for the up-shifted + * muon isolation scale factor + * @param[out] str_lep_sf_mu_iso_down name of the output column for the + * down-shifted muon isolation scale factor + * @param[out] str_lep_sf_mu_id_nom name of the output column for the nominal + * muon ID scale factor + * @param[out] str_lep_sf_mu_id_up name of the output column for the up-shifted + * muon ID scale factor + * @param[out] str_lep_sf_mu_id_down name of the output column for the + * down-shifted muon ID scale factor + * @param[out] str_lep_sf_el_trigger_nom name of the output column for the + * nominal electron trigger scale factor + * @param[out] str_lep_sf_el_trigger_up name of the output column for the + * up-shifted electron trigger scale factor + * @param[out] str_lep_sf_el_trigger_down name of the output column for the + * down-shifted electron trigger scale factor + * @param[out] str_lep_sf_el_id_nom name of the output column for the nominal + * electron ID scale factor + * @param[out] str_lep_sf_el_id_up name of the output column for the up-shifted + * electron ID scale factor + * @param[out] str_lep_sf_el_id_down name of the output column for the + * down-shifted electron ID scale factor + * @param[out] str_lep_sf_el_reco_nom name of the output column for the nominal + * electron reconstruction scale factor + * @param[out] str_lep_sf_el_reco_up name of the output column for the + * up-shifted electron reconstruction scale factor + * @param[out] str_lep_sf_el_reco_down name of the output column for the + * down-shifted electron reconstruction scale factor + * @param[in] mu_sf_era name tag for the muon scale factors + * @param[in] mu_trigger_sf_file file name for the nominal muon trigger scale + * factor file + * @param[in] mu_trigger_sf_file_syst file name for the shifted muon trigger + * scale factor file + * @param[in] mu_trigger_sf_name name of the nominal muon trigger scale factor + * in the JSON file + * @param[in] mu_trigger_sf_name_syst name of the shifted muon trigger scale + * factor in the JSON file + * @param[in] mu_iso_sf_file file name for the nominal muon isolation scale + * factor file + * @param[in] mu_iso_sf_file_syst file name for the shifted muon isolation scale + * factor file + * @param[in] mu_iso_sf_name name of the nominal muon isolation scale factor in + * the JSON file + * @param[in] mu_iso_sf_name_syst name of the shifted muon isolation scale + * factor in the JSON file + * @param[in] mu_sf_file file name for the MUO POG correction lib file + * @param[in] mu_id_sf_name name of the muon ID scale factors + * @param[in] el_sf_era name tag for the electron scale factors + * @param[in] el_trigger_sf_file file name for the nominal electron trigger + * scale factor file + * @param[in] el_trigger_sf_file_syst file name for the shifted electron trigger + * scale factor file + * @param[in] el_trigger_sf_name name of the nominal electron trigger scale + * factor in the JSON file + * @param[in] el_trigger_sf_name_syst name of the shifted electron trigger scale + * factor in the JSON file + * @param[in] el_sf_file file name for the EGM POG correction lib file + * @param[in] el_id_sf_name name of the electron ID scale factors + * + * @return a dataframe containing the new columns + */ ROOT::RDF::RNode LeptonScaleFactors( ROOT::RDF::RNode df, const std::string &str_lep_pt, const std::string &str_lep_eta, const std::string &str_lep_sceta, @@ -1595,56 +1702,85 @@ ROOT::RDF::RNode LeptonScaleFactors( return df18; } -/// Function to add columns for fixedWP b tagging scale factors based on the -/// event category -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the lepton isolation category -/// \param[in] name of the column containing the flag if the event is -/// reconstructable \param[in] name of the column containing the flag if the -/// event falls into the 2j1b category \param[in] name of the column containing -/// the flag if the event falls into the 2j2b category \param[in] name of the -/// column containing the flag if the event falls into the 3j1b category -/// \param[in] name of the column containing the flag if the event falls into -/// the 3j2b category \param[in] name of the column containing the hardest -/// untagged jet pT \param[in] name of the column containing the hardest -/// untagged jet eta \param[in] name of the column containing the hardest -/// untagged jet b tagging value \param[in] name of the column containing the -/// hardest untagged jet hadron falvor \param[in] name of the column containing -/// the second hardest untagged jet pT \param[in] name of the column containing -/// the second hardest untagged jet eta \param[in] name of the column containing -/// the second hardest untagged jet b tagging value \param[in] name of the -/// column containing the second hardest untagged jet hadron falvor \param[in] -/// name of the column containing the hardest b-tagged jet pT \param[in] name of -/// the column containing the hardest b-tagged jet eta \param[in] name of the -/// column containing the hardest b-tagged jet b tagging value \param[in] name -/// of the column containing the hardest b-tagged jet hadron falvor \param[in] -/// name of the column containing the second hardest b-tagged jet pT \param[in] -/// name of the column containing the second hardest b-tagged jet eta \param[in] -/// name of the column containing the second hardest b-tagged jet b tagging -/// value \param[in] name of the column containing the second hardest b-tagged -/// jet hadron falvor \param[out] name of the output column for the vector -/// containing all scale factor variations \param[out] name of the output column -/// for the nominal scale factor \param[out] name of the output column for the -/// HF up-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the HF up-shifted scale factor, uncorrelated -/// fraction among the years \param[out] name of the output column for the HF -/// down-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the HF down-shifted scale factor, uncorrelated -/// fraction among the years \param[out] name of the output column for the LF -/// up-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the LF up-shifted scale factor, uncorrelated -/// fraction among the years \param[out] name of the output column for the LF -/// down-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the LF down-shifted scale factor, uncorrelated -/// fraction among the years \param[in] file name for the BTV POG correction lib -/// file \param[in] name of the scale factor method for HF jets \param[in] name -/// of the scale factor method for LF jets \param[in] file name for the b -/// tagging efficiency maps \param[in] type of process for the efficiency map -/// \param[in] b tagging working point -/// \param[in] maximum abs eta for b jets -/// -/// \return a dataframe containing the new columns +/** + * Function to add columns for fixedWP b tagging scale factors based on the + * event category + * + * @param[in] df The input dataframe + * @param[in] str_is_iso Name of the column containing the lepton isolation + * category + * @param[in] str_is_reco Name of the column containing the flag if the event is + * reconstructable + * @param[in] str_is_jjb Name of the column containing the flag if the event + * falls into the 2j1b category + * @param[in] str_is_jjbb Name of the column containing the flag if the event + * falls into the 2j2b category + * @param[in] str_is_jjjb Name of the column containing the flag if the event + * falls into the 3j1b category + * @param[in] str_is_jjjbb Name of the column containing the flag if the event + * falls into the 3j2b category + * @param[in] str_nonbjet_pt_1 Name of the column containing the hardest + * untagged jet pT + * @param[in] str_nonbjet_eta_1 Name of the column containing the hardest + * untagged jet eta + * @param[in] str_nonbjet_btag_1 Name of the column containing the hardest + * untagged jet b tagging value + * @param[in] str_nonbjet_flavor_1 Name of the column containing the hardest + * untagged jet hadron falvor + * @param[in] str_nonbjet_pt_2 Name of the column containing the second hardest + * untagged jet pT + * @param[in] str_nonbjet_eta_2 Name of the column containing the second hardest + * untagged jet eta + * @param[in] str_nonbjet_btag_2 Name of the column containing the second + * hardest untagged jet b tagging value + * @param[in] str_nonbjet_flavor_2 Name of the column containing the second + * hardest untagged jet hadron falvor + * @param[in] str_bjet_pt_1 Name of the column containing the hardest b-tagged + * jet pT + * @param[in] str_bjet_eta_1 Name of the column containing the hardest b-tagged + * jet eta + * @param[in] str_bjet_btag_1 Name of the column containing the hardest b-tagged + * jet b tagging value + * @param[in] str_bjet_flavor_1 Name of the column containing the hardest + * b-tagged jet hadron falvor + * @param[in] str_bjet_pt_2 Name of the column containing the second hardest + * b-tagged jet pT + * @param[in] str_bjet_eta_2 Name of the column containing the second hardest + * b-tagged jet eta + * @param[in] str_bjet_btag_2 Name of the column containing the second hardest + * b-tagged jet b tagging value + * @param[in] str_bjet_flavor_2 Name of the column containing the second hardest + * b-tagged jet hadron falvor + * @param[out] str_btag_sf_vec Name of the output column for the vector + * containing all scale factor variations + * @param[out] str_btagw_nom Name of the output column for the nominal scale + * factor + * @param[out] str_btagw_HFup_corr Name of the output column for the HF + * up-shifted scale factor, correlated fraction among the years + * @param[out] str_btagw_HFup_uncorr Name of the output column for the HF + * up-shifted scale factor, uncorrelated fraction among the years + * @param[out] str_btagw_HFdown_corr Name of the output column for the HF + * down-shifted scale factor, correlated fraction among the years + * @param[out] str_btagw_HFdown_uncorr Name of the output column for the HF + * down-shifted scale factor, uncorrelated fraction among the years + * @param[out] str_btagw_LFup_corr Name of the output column for the LF + * up-shifted scale factor, correlated fraction among the years + * @param[out] str_btagw_LFup_uncorr Name of the output column for the LF + * up-shifted scale factor, uncorrelated fraction among the years + * @param[out] str_btagw_LFdown_corr Name of the output column for the LF + * down-shifted scale factor, correlated fraction among the years + * @param[out] str_btagw_LFdown_uncorr Name of the output column for the LF + * down-shifted scale factor, uncorrelated fraction among the years + * @param[in] btag_sf_file File name for the BTV POG correction lib file + * @param[in] btag_corr_algo_HF Name of the scale factor method for HF jets + * @param[in] btag_corr_algo_LF Name of the scale factor method for LF jets + * @param[in] btag_eff_file File name for the b tagging efficiency maps + * @param[in] btag_eff_type Type of process for the efficiency map + * @param[in] btag_wp B tagging working point + * @param[in] max_bjet_eta_sf Maximum abs eta for b jets + * + * @return A dataframe containing the new columns + */ ROOT::RDF::RNode BTagScaleFactors( ROOT::RDF::RNode df, const std::string &str_is_iso, const std::string &str_is_reco, const std::string &str_is_jjb, @@ -2204,38 +2340,50 @@ ROOT::RDF::RNode BTagScaleFactors( return df11; } -/// Function to add columns for fixedWP b tagging scale factors based on a -/// variable number of jets and b-tagged jets -/// -/// \param[in] df the input dataframe -/// \param[in] name of the column containing the vector of jet pT -/// \param[in] name of the column containing the vector of jet eta -/// \param[in] name of the column containing the vector of jet b tagging value -/// \param[in] name of the column containing the vector of jet hadron flavor -/// \param[in] name of the column containing the jet collection -/// \param[out] name of the output column for the vector containing all scale -/// factor variations \param[out] name of the output column for the nominal -/// scale factor \param[out] name of the output column for the HF up-shifted -/// scale factor, correlated fraction among the years \param[out] name of the -/// output column for the HF up-shifted scale factor, uncorrelated fraction -/// among the years \param[out] name of the output column for the HF -/// down-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the HF down-shifted scale factor, uncorrelated -/// fraction among the years \param[out] name of the output column for the LF -/// up-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the LF up-shifted scale factor, uncorrelated -/// fraction among the years \param[out] name of the output column for the LF -/// down-shifted scale factor, correlated fraction among the years \param[out] -/// name of the output column for the LF down-shifted scale factor, uncorrelated -/// fraction among the years \param[in] file name for the BTV POG correction lib -/// file \param[in] name of the scale factor method for HF jets \param[in] name -/// of the scale factor method for LF jets \param[in] file name for the b -/// tagging efficiency maps \param[in] type of process for the efficiency map -/// \param[in] b tagging working point name -/// \param[in] b tagging cut value -/// \param[in] maximum abs eta for b jets -/// -/// \return a dataframe containing the new columns +/** + * Function to add columns for fixedWP b tagging scale factors based on a + * variable number of jets and b-tagged jets. + * + * @param[in] df The input dataframe. + * @param[in] str_jet_pt Name of the column containing the vector of jet pT. + * @param[in] str_jet_eta Name of the column containing the vector of jet eta. + * @param[in] str_jet_btag Name of the column containing the vector of jet b + * tagging value. + * @param[in] str_jet_flavor Name of the column containing the vector of jet + * hadron flavor. + * @param[in] str_jet_collection Name of the column containing the jet + * collection. + * @param[out] str_btag_sf_vec Name of the output column for the vector + * containing all scale factor variations. + * @param[out] str_btagw_nom Name of the output column for the nominal scale + * factor. + * @param[out] str_btagw_HFup_corr Name of the output column for the HF + * up-shifted scale factor, correlated fraction among the years. + * @param[out] str_btagw_HFup_uncorr Name of the output column for the HF + * up-shifted scale factor, uncorrelated fraction among the years. + * @param[out] str_btagw_HFdown_corr Name of the output column for the HF + * down-shifted scale factor, correlated fraction among the years. + * @param[out] str_btagw_HFdown_uncorr Name of the output column for the HF + * down-shifted scale factor, uncorrelated fraction among the years. + * @param[out] str_btagw_LFup_corr Name of the output column for the LF + * up-shifted scale factor, correlated fraction among the years. + * @param[out] str_btagw_LFup_uncorr Name of the output column for the LF + * up-shifted scale factor, uncorrelated fraction among the years. + * @param[out] str_btagw_LFdown_corr Name of the output column for the LF + * down-shifted scale factor, correlated fraction among the years. + * @param[out] str_btagw_LFdown_uncorr Name of the output column for the LF + * down-shifted scale factor, uncorrelated fraction among the years. + * @param[in] btag_sf_file File name for the BTV POG correction lib file. + * @param[in] btag_corr_algo_HF Name of the scale factor method for HF jets. + * @param[in] btag_corr_algo_LF Name of the scale factor method for LF jets. + * @param[in] btag_eff_file File name for the b tagging efficiency maps. + * @param[in] btag_eff_type Type of process for the efficiency map. + * @param[in] btag_wp B tagging working point name. + * @param[in] btag_cut B tagging cut value. + * @param[in] max_bjet_eta_sf Maximum abs eta for b jets. + * + * @return A dataframe containing the new columns. + */ ROOT::RDF::RNode BTagScaleFactorsGeneric( ROOT::RDF::RNode df, const std::string &str_jet_pt, const std::string &str_jet_eta, const std::string &str_jet_btag, From 7fd18730399c61bca1f0448a298339d1efc15335 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:16:20 +0200 Subject: [PATCH 139/284] fix docstrings and format in tripleselection --- src/tripleselection.cxx | 1145 +++++++++++++++++++++++---------------- 1 file changed, 669 insertions(+), 476 deletions(-) diff --git a/src/tripleselection.cxx b/src/tripleselection.cxx index b84d0527..f58ee821 100644 --- a/src/tripleselection.cxx +++ b/src/tripleselection.cxx @@ -1,9 +1,9 @@ #ifndef GUARD_TRIPLESELECTION_H #define GUARD_TRIPLESELECTION_H +#include "../include/pairselection.hxx" #include "../include/utility/Logger.hxx" #include "../include/utility/utility.hxx" -#include "../include/pairselection.hxx" #include "ROOT/RDFHelpers.hxx" #include "ROOT/RDataFrame.hxx" #include "ROOT/RVec.hxx" @@ -14,32 +14,32 @@ typedef std::bitset<15> StatusBits; namespace whtautau_tripleselection { -/// Function used to sort two particles based on the isolation and the -/// pt of the two particles. The function is used as the ordering -/// function for the -/// [ROOT::VecOps::Sort()](https://root.cern.ch/doc/master/group__vecops.html#ga882439c2ff958157d2990b52dd76f599) -/// algorithm. If two quantities are the same within a given epsilon of -/// 1e-5, the next criterion is applied. The sorting is done using the -/// following criterion odering: -/// -# Isolation of the first particle -/// -# pt of the first particle -/// -# Isolation of the second particle -/// -# pt of the second particle -/// -/// \param lep1pt `ROOT::RVec` containing pts of the first -/// particle -/// \param lep1iso `ROOT::RVec` containing isolations of -/// the first particle -/// \param lep2pt `ROOT::RVec` containing pts -/// of the second particle -/// \param lep2iso `ROOT::RVec` containing -/// isolations of the second particle -/// -/// \returns true or false based on the particle ordering. +/** + * Function used to sort three particles based on the isolation and the + * pt of the two particles. The function is used as the ordering + * function for the + * [ROOT::VecOps::Sort()](https://root.cern.ch/doc/master/group__vecops.html#ga882439c2ff958157d2990b52dd76f599) + * algorithm. If two quantities are the same within a given epsilon of + * 1e-5, the next criterion is applied. The sorting is done using the + * following criterion odering: + * -# Isolation of the first particle + * -# pt of the first particle + * -# Isolation of the second particle + * -# pt of the second particle + * + * @param[in] lep1pt `ROOT::RVec` containing pts of the first particle. + * @param[in] lep1iso `ROOT::RVec` containing isolations of the first + * particle. + * @param[in] lep2pt `ROOT::RVec` containing pts of the second particle. + * @param[in] lep2iso `ROOT::RVec` containing isolations of the second + * particle. + * + * @returns true or false based on the particle ordering. + */ auto compareForTriples(const ROOT::RVec &lep1pt, - const ROOT::RVec &lep1iso, - const ROOT::RVec &lep2pt, - const ROOT::RVec &lep2iso) { + const ROOT::RVec &lep1iso, + const ROOT::RVec &lep2pt, + const ROOT::RVec &lep2iso) { return [lep1pt, lep1iso, lep2pt, lep2iso](auto value_next, auto value_previous) { Logger::get("PairSelectionCompare")->debug("lep1 Pt: {}", lep1pt); @@ -104,7 +104,7 @@ auto compareForTriples(const ROOT::RVec &lep1pt, * particles. * * @param df the Dataframe - * @param recopair the column containing the DiTauPair vector + * @param recotriple the column containing the tripe vector * @param genindex_particle1 the column containing the index of the GenParticle * reference for the first pair particle * @param genindex_particle2 the column containing the index of the GenParticle @@ -114,14 +114,16 @@ auto compareForTriples(const ROOT::RVec &lep1pt, * @param gentriple name of the new column containing the Gentriple * @return a new Dataframe with the Gentriple column */ -ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, const std::string &recotriple, - const std::string &genindex_particle1, - const std::string &genindex_particle2, - const std::string &genindex_particle3, - const std::string &gentriple) { +ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, + const std::string &recotriple, + const std::string &genindex_particle1, + const std::string &genindex_particle2, + const std::string &genindex_particle3, + const std::string &gentriple) { auto getGenTriple = [](const ROOT::RVec &recotriple, - const ROOT::RVec &genindex_particle1, - const ROOT::RVec &genindex_particle2, const ROOT::RVec &genindex_particle3) { + const ROOT::RVec &genindex_particle1, + const ROOT::RVec &genindex_particle2, + const ROOT::RVec &genindex_particle3) { ROOT::RVec gentriple = {-1, -1, -1}; Logger::get("buildgentriple")->debug("existing Triple: {}", recotriple); gentriple[0] = genindex_particle1.at(recotriple.at(0), -1); @@ -132,11 +134,13 @@ ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, const std::string &recotrip return gentriple; }; return df.Define(gentriple, getGenTriple, - {recotriple, genindex_particle1, genindex_particle2, genindex_particle3}); + {recotriple, genindex_particle1, genindex_particle2, + genindex_particle3}); } /** * @brief Function to get the true gen-level triple from the event. The - * triple is build by searching for the gen mother particles and the three requested + * triple is build by searching for the gen mother particles and the three + requested * daughter particles. For each stable daughter particle found in the collection of gen particles, it is checked if the particle is a daughter of the requested mother particle. @@ -151,10 +155,11 @@ ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, const std::string &recotrip the gen particles * @param pts the column containing the pt of the gen particles (used for sorting the particles by pt) - * @param gentriple the output column containing the index of the two selected gen - particles + * @param gentriple the output column containing the index of the two selected + gen particles * @param mother_pdgid_1 the PDGID of the mother particle of the first particle - * @param mother_pdgid_23 the PDGID of the mother particle of the second and third particle + * @param mother_pdgid_23 the PDGID of the mother particle of the second and + third particle * @param daughter_1_pdgid the PDGID of the first daughter particle * @param daughter_2_pdgid the PDGID of the second daughter particle * @param daughter_3_pdgid the PDGID of the third daughter particle @@ -162,17 +167,19 @@ ROOT::RDF::RNode buildgentriple(ROOT::RDF::RNode df, const std::string &recotrip */ ROOT::RDF::RNode buildtruegentriple(ROOT::RDF::RNode df, const std::string &statusflags, - const std::string &status, const std::string &pdgids, - const std::string &motherids, const std::string &pts, - const std::string &gentriple, const int mother_pdgid_1, const int mother_pdgid_23, - const int daughter_1_pdgid, const int daughter_2_pdgid, const int daughter_3_pdgid) { + const std::string &status, const std::string &pdgids, + const std::string &motherids, const std::string &pts, + const std::string &gentriple, const int mother_pdgid_1, + const int mother_pdgid_23, const int daughter_1_pdgid, + const int daughter_2_pdgid, const int daughter_3_pdgid) { auto getTrueGenTriple = [mother_pdgid_1, mother_pdgid_23, daughter_1_pdgid, - daughter_2_pdgid, daughter_3_pdgid](const ROOT::RVec &statusflags, - const ROOT::RVec &status, - const ROOT::RVec &pdgids, - const ROOT::RVec &motherids, - const ROOT::RVec &pts) { + daughter_2_pdgid, daughter_3_pdgid]( + const ROOT::RVec &statusflags, + const ROOT::RVec &status, + const ROOT::RVec &pdgids, + const ROOT::RVec &motherids, + const ROOT::RVec &pts) { ROOT::RVec gentriple = {-1, -1, -1}; // first we build structs, one for each genparticle @@ -224,51 +231,55 @@ buildtruegentriple(ROOT::RDF::RNode df, const std::string &statusflags, // each one seperately for (const auto &gen_candidate_1 : gen_candidates_1) { if (check_mother(genparticles, gen_candidate_1.index, - mother_pdgid_1)) { + mother_pdgid_1)) { gentriple[0] = gen_candidate_1.index; break; } } for (const auto &gen_candidate_2 : gen_candidates_2) { if (check_mother(genparticles, gen_candidate_2.index, - mother_pdgid_23)) { + mother_pdgid_23)) { gentriple[1] = gen_candidate_2.index; break; } } for (const auto &gen_candidate_3 : gen_candidates_3) { if (check_mother(genparticles, gen_candidate_3.index, - mother_pdgid_23)) { + mother_pdgid_23)) { gentriple[2] = gen_candidate_3.index; break; } } Logger::get("buildtruegentriple") - ->debug("Selected Particles: {} {} {}", gentriple[0], gentriple[1], gentriple[2]); + ->debug("Selected Particles: {} {} {}", gentriple[0], gentriple[1], + gentriple[2]); if (gentriple[0] != -1 && gentriple[1] != -1 && gentriple[2] != -1) { Logger::get("buildtruegentriple") ->debug("viable daughter particles found"); -// return gentriple; + // return gentriple; } return gentriple; }; return df.Define(gentriple, getTrueGenTriple, {statusflags, status, pdgids, motherids, pts}); } -/// This function flags events, where a suitable particle triple is found. -/// A triple is considered suitable, if a TripleSelectionAlgo (like -/// whtautau_tripleselection::three_flavor::TripleSelectionAlgo) returns indices, that are -/// not -1. Events, where any of the particle indices is -1 are vetoed -/// by this filter. -/// -/// \param df The input dataframe -/// \param flagname The name of the generated flag column -/// \param pairname The name of the column, containing the indices of the -/// particles in the particle quantity vectors. -/// \returns a dataframe with the -/// new flag -ROOT::RDF::RNode flagGoodTriples(ROOT::RDF::RNode df, const std::string &flagname, - const std::string &triplename) { +/** + * This function flags events, where a suitable particle triple is found. + * A triple is considered suitable, if a TripleSelectionAlgo (like + * whtautau_tripleselection::three_flavor::TripleSelectionAlgo) returns + * indices, that are not -1. Events, where any of the particle indices is -1 + * are vetoed by this filter. + * + * @param[in] df The input dataframe. + * @param[in] flagname The name of the generated flag column. + * @param[in] triplename The name of the column containing the indices of the + * particles in the particle quantity vectors. + * + * @returns A dataframe with the new flag. + */ +ROOT::RDF::RNode flagGoodTriples(ROOT::RDF::RNode df, + const std::string &flagname, + const std::string &triplename) { using namespace ROOT::VecOps; return df.Define( flagname, @@ -281,42 +292,48 @@ namespace three_flavor { /// Events contain at least two good leptons and one good tau, if the /// the two leptonmasks have nonzero elements. These masks are /// constructed using the functions from the physicsobject namespace -/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. -/// Events with two good electrons or two good muons are vetos immediately. -/// For the fake rate estimation, base leptons are also considered. -/// +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather +/// the emt or the met channel is considered. Events with two good electrons or +/// two good muons are vetos immediately. For the fake rate estimation, base +/// leptons are also considered. +/// /// \returns an `ROOT::RVec` with three values, the first one beeing -/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. -auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_leplep, const std::string &triple) { +/// the lepton from the W index, the second one beeing the lepton from the tau +/// index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_leptau, + const float &mindeltaR_leplep, + const std::string &triple) { Logger::get("three_flavor::TripleSelectionAlgo") ->debug("Setting up algorithm"); - return [mindeltaR_leptau, mindeltaR_leplep, triple](const ROOT::RVec &tau_pt, - const ROOT::RVec &tau_eta, - const ROOT::RVec &tau_phi, - const ROOT::RVec &tau_mass, - const ROOT::RVec &tau_iso, - const ROOT::RVec &electron_pt, - const ROOT::RVec &electron_eta, - const ROOT::RVec &electron_phi, - const ROOT::RVec &electron_mass, - const ROOT::RVec &electron_iso, - const ROOT::RVec &muon_pt, - const ROOT::RVec &muon_eta, - const ROOT::RVec &muon_phi, - const ROOT::RVec &muon_mass, - const ROOT::RVec &muon_iso, - const ROOT::RVec &good_electron_mask, - const ROOT::RVec &base_electron_mask, - const ROOT::RVec &good_muon_mask, - const ROOT::RVec &base_muon_mask, - const ROOT::RVec &tau_mask) { - + return [mindeltaR_leptau, mindeltaR_leplep, + triple](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &electron_pt, + const ROOT::RVec &electron_eta, + const ROOT::RVec &electron_phi, + const ROOT::RVec &electron_mass, + const ROOT::RVec &electron_iso, + const ROOT::RVec &muon_pt, + const ROOT::RVec &muon_eta, + const ROOT::RVec &muon_phi, + const ROOT::RVec &muon_mass, + const ROOT::RVec &muon_iso, + const ROOT::RVec &good_electron_mask, + const ROOT::RVec &base_electron_mask, + const ROOT::RVec &good_muon_mask, + const ROOT::RVec &base_muon_mask, + const ROOT::RVec &tau_mask) { Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("masks: org tau {}, good ele {}, good mu {}", tau_mask, good_electron_mask, good_muon_mask); + ->debug("masks: org tau {}, good ele {}, good mu {}", tau_mask, + good_electron_mask, good_muon_mask); Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("base masks: base ele {}, base mu {}", base_electron_mask, base_muon_mask); + ->debug("base masks: base ele {}, base mu {}", base_electron_mask, + base_muon_mask); ROOT::RVec selected_triple = {-1, -1, -1}; - //get indices of candidates that pass the given mask + // get indices of candidates that pass the given mask const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); const auto ind_good_electrons = ROOT::VecOps::Nonzero(good_electron_mask); @@ -324,12 +341,13 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_l const auto ind_base_electrons = ROOT::VecOps::Nonzero(base_electron_mask); const auto ind_base_muons = ROOT::VecOps::Nonzero(base_muon_mask); - // if the event has more than 2 good leptons or no good tau or no base leptons decline the event - if (original_tau_indices.size() < 1 or - ind_good_electrons.size() > 1 or - ind_good_muons.size() > 1 or ind_base_electrons.size() < 1 or ind_base_muons.size() < 1) { + // if the event has more than 2 good leptons or no good tau or no base + // leptons decline the event + if (original_tau_indices.size() < 1 or ind_good_electrons.size() > 1 or + ind_good_muons.size() > 1 or ind_base_electrons.size() < 1 or + ind_base_muons.size() < 1) { Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("no valid triple found"); + ->debug("no valid triple found"); return selected_triple; } @@ -337,95 +355,136 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_l ROOT::RVec selected_mu_indices; const auto base_ele_iso = ROOT::VecOps::Take(electron_iso, ind_base_electrons); - const auto base_mu_iso = - ROOT::VecOps::Take(muon_iso, ind_base_muons); - // if the event contains exactly one good lepton from each flavor, these are chosen (signal region). If at least one lepton fails the good lepton requirements, the event is chosen for the fake rate measurements + const auto base_mu_iso = ROOT::VecOps::Take(muon_iso, ind_base_muons); + // if the event contains exactly one good lepton from each flavor, these + // are chosen (signal region). If at least one lepton fails the good + // lepton requirements, the event is chosen for the fake rate + // measurements if (ind_good_electrons.size() == 1) { selected_ele_indices.push_back(ind_good_electrons.at(0)); - } - else { + } else { // sort base leptons in their isolation in ascending order - const auto sorted_base_ele_idx = ROOT::VecOps::Argsort(base_ele_iso); - for (const auto &ele_cand : sorted_base_ele_idx){ + const auto sorted_base_ele_idx = + ROOT::VecOps::Argsort(base_ele_iso); + for (const auto &ele_cand : sorted_base_ele_idx) { Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("index ele cand {}, sorted ele {}, base ele iso {}, ind_base_electrons {}, base ele iso {}", ele_cand,sorted_base_ele_idx, base_ele_iso, ind_base_electrons, electron_iso); + ->debug("index ele cand {}, sorted ele {}, base ele iso " + "{}, ind_base_electrons {}, base ele iso {}", + ele_cand, sorted_base_ele_idx, base_ele_iso, + ind_base_electrons, electron_iso); selected_ele_indices.push_back(ind_base_electrons.at(ele_cand)); } } if (ind_good_muons.size() == 1) { selected_mu_indices.push_back(ind_good_muons.at(0)); - } - else { + } else { // sort base leptons by their isolation in ascending order const auto sorted_base_mu_idx = ROOT::VecOps::Argsort(base_mu_iso); - for (auto &mu_cand : sorted_base_mu_idx){ + for (auto &mu_cand : sorted_base_mu_idx) { Logger::get("three_flavor::TripleSmuctionAlgo") - ->debug("index mu cand {}, sorted mu {}, base_mu_iso {}", mu_cand,sorted_base_mu_idx, base_mu_iso); + ->debug("index mu cand {}, sorted mu {}, base_mu_iso {}", + mu_cand, sorted_base_mu_idx, base_mu_iso); selected_mu_indices.push_back(ind_base_muons.at(mu_cand)); } - } + } // const auto selected_tau_pt = // ROOT::VecOps::Take(tau_pt, original_tau_indices); const auto selected_tau_iso = ROOT::VecOps::Take(tau_iso, original_tau_indices); - // sort hadronic taus by their deeptau vs. jets score in descending order - const auto sorted_tau_idx = ROOT::VecOps::Argsort( - -1. * selected_tau_iso); + // sort hadronic taus by their deeptau vs. jets score in descending + // order + const auto sorted_tau_idx = + ROOT::VecOps::Argsort(-1. * selected_tau_iso); Logger::get("three_flavor::TripleSelectionAlgo") ->debug("sorted taus {}", sorted_tau_idx); - //Construct four vectors of the three candidates and check the DeltaR requirements. Triples are rejected if the candidates are too close. Since the hadronic tau has to be good also in the jet to lepton fake rate estimation, the for loop starts with the taus, that are sorted by isolation. As muons are required to be either global or tracker, the muon ID is tighter compared to electrons. therefore the muon for loop follows. For the signal region the algorithm has no effect, since we select exaclty one good lepton. + // Construct four vectors of the three candidates and check the DeltaR + // requirements. Triples are rejected if the candidates are too close. + // Since the hadronic tau has to be good also in the jet to lepton fake + // rate estimation, the for loop starts with the taus, that are sorted + // by isolation. As muons are required to be either global or tracker, + // the muon ID is tighter compared to electrons. therefore the muon for + // loop follows. For the signal region the algorithm has no effect, + // since we select exaclty one good lepton. for (auto &candidate_tau : sorted_tau_idx) { Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("{} debuging1 {}", original_tau_indices.at(candidate_tau), sorted_tau_idx.at(candidate_tau)); + ->debug("{} debuging1 {}", + original_tau_indices.at(candidate_tau), + sorted_tau_idx.at(candidate_tau)); ROOT::Math::PtEtaPhiMVector tau = ROOT::Math::PtEtaPhiMVector( - tau_pt.at(original_tau_indices.at(candidate_tau)), tau_eta.at(original_tau_indices.at(candidate_tau)), tau_phi.at(original_tau_indices.at(candidate_tau)), - tau_mass.at(original_tau_indices.at(candidate_tau))); + tau_pt.at(original_tau_indices.at(candidate_tau)), + tau_eta.at(original_tau_indices.at(candidate_tau)), + tau_phi.at(original_tau_indices.at(candidate_tau)), + tau_mass.at(original_tau_indices.at(candidate_tau))); for (auto &candidate_mu : selected_mu_indices) { ROOT::Math::PtEtaPhiMVector muon = ROOT::Math::PtEtaPhiMVector( - muon_pt.at(candidate_mu), muon_eta.at(candidate_mu), - muon_phi.at(candidate_mu), muon_mass.at(candidate_mu)); + muon_pt.at(candidate_mu), muon_eta.at(candidate_mu), + muon_phi.at(candidate_mu), muon_mass.at(candidate_mu)); for (auto &candidate_ele : selected_ele_indices) { - ROOT::Math::PtEtaPhiMVector electron = ROOT::Math::PtEtaPhiMVector( - electron_pt.at(candidate_ele), electron_eta.at(candidate_ele), - electron_phi.at(candidate_ele), electron_mass.at(candidate_ele)); + ROOT::Math::PtEtaPhiMVector electron = + ROOT::Math::PtEtaPhiMVector( + electron_pt.at(candidate_ele), + electron_eta.at(candidate_ele), + electron_phi.at(candidate_ele), + electron_mass.at(candidate_ele)); Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("deltaR electron muon {}", ROOT::Math::VectorUtil::DeltaR(electron, muon)); + ->debug("deltaR electron muon {}", + ROOT::Math::VectorUtil::DeltaR(electron, muon)); Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("DeltaR(electron, tau): {}", ROOT::Math::VectorUtil::DeltaR(electron, tau)); + ->debug("DeltaR(electron, tau): {}", + ROOT::Math::VectorUtil::DeltaR(electron, tau)); Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("DeltaR(muon, tau): {}", ROOT::Math::VectorUtil::DeltaR(muon, tau)); - if (ROOT::Math::VectorUtil::DeltaR(electron, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(muon, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(electron, muon) > mindeltaR_leplep) { + ->debug("DeltaR(muon, tau): {}", + ROOT::Math::VectorUtil::DeltaR(muon, tau)); + if (ROOT::Math::VectorUtil::DeltaR(electron, tau) > + mindeltaR_leptau && + ROOT::Math::VectorUtil::DeltaR(muon, tau) > + mindeltaR_leptau && + ROOT::Math::VectorUtil::DeltaR(electron, muon) > + mindeltaR_leplep) { Logger::get("three_flavor::TripleSmuctionAlgo") - ->debug("indices of selected candidates: muon {}, electron {}, tau {}", candidate_mu, candidate_ele, original_tau_indices.at(candidate_tau)); + ->debug("indices of selected candidates: muon {}, " + "electron {}, tau {}", + candidate_mu, candidate_ele, + original_tau_indices.at(candidate_tau)); if ((triple == "emt") && (muon.Pt() > electron.Pt())) { - // only select triples with the pt_electron > pt_muon - return selected_triple; - } - else if ((triple == "met") && (electron.Pt() > muon.Pt())) { - // only select triples with the pt_muon > pt_electron + // only select triples with the pt_electron > + // pt_muon return selected_triple; - } - else if ((triple == "emt") && (muon.Pt() < electron.Pt())) { - selected_triple = {static_cast(candidate_ele), static_cast(candidate_mu), - static_cast(original_tau_indices.at(candidate_tau))}; + } else if ((triple == "met") && + (electron.Pt() > muon.Pt())) { + // only select triples with the pt_muon > + // pt_electron + return selected_triple; + } else if ((triple == "emt") && + (muon.Pt() < electron.Pt())) { + selected_triple = { + static_cast(candidate_ele), + static_cast(candidate_mu), + static_cast( + original_tau_indices.at(candidate_tau))}; Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("valid triple found {}", selected_triple); + ->debug("valid triple found {}", + selected_triple); return selected_triple; - } - else if ((triple == "met") && (electron.Pt() < muon.Pt())) { - selected_triple = {static_cast(candidate_mu), static_cast(candidate_ele), - static_cast(original_tau_indices.at(candidate_tau))}; + } else if ((triple == "met") && + (electron.Pt() < muon.Pt())) { + selected_triple = { + static_cast(candidate_mu), + static_cast(candidate_ele), + static_cast( + original_tau_indices.at(candidate_tau))}; Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("valid triple found {}", selected_triple); + ->debug("valid triple found {}", + selected_triple); return selected_triple; } - } - else { + } else { Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("building failed because of deltaR requirements"); + ->debug("building failed because of deltaR " + "requirements"); } } } @@ -436,35 +495,37 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_l }; } // end namespace TripleSelectionAlgo -/// Implementation of the triple selection algorithm without considering electrons to compare the results of the emt channel with the higgs to tau tau algorithm (mt channel). First, only events -/// that contain at least two goodleptons and one goodTau are considered. -/// Events contain at least two good leptons and one good tau, if the -/// tau_mask the two leptonmasks have nonzero elements. These masks are -/// constructed using the functions from the physicsobject namespace -/// (e.g. physicsobject::CutPt). -/// To estimate the jet to lepton fake rate, we select also events with base leptons -/// \returns an `ROOT::RVec` with three values, the first one beeing -/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. +/// Implementation of the triple selection algorithm without considering +/// electrons to compare the results of the emt channel with the higgs to tau +/// tau algorithm (mt channel). First, only events that contain at least two +/// goodleptons and one goodTau are considered. Events contain at least two good +/// leptons and one good tau, if the tau_mask the two leptonmasks have nonzero +/// elements. These masks are constructed using the functions from the +/// physicsobject namespace (e.g. physicsobject::CutPt). To estimate the jet to +/// lepton fake rate, we select also events with base leptons \returns an +/// `ROOT::RVec` with three values, the first one beeing the lepton from +/// the W index, the second one beeing the lepton from the tau index and the +/// third one the hadronic tau index. auto TripleSelectionWithoutEleAlgo(const float &mindeltaR_leptau) { Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") ->debug("Setting up algorithm"); return [mindeltaR_leptau](const ROOT::RVec &tau_pt, - const ROOT::RVec &tau_eta, - const ROOT::RVec &tau_phi, - const ROOT::RVec &tau_mass, - const ROOT::RVec &tau_iso, - const ROOT::RVec &electron_pt, - const ROOT::RVec &electron_eta, - const ROOT::RVec &electron_phi, - const ROOT::RVec &electron_mass, - const ROOT::RVec &electron_iso, - const ROOT::RVec &muon_pt, - const ROOT::RVec &muon_eta, - const ROOT::RVec &muon_phi, - const ROOT::RVec &muon_mass, - const ROOT::RVec &electron_mask, - const ROOT::RVec &muon_mask, - const ROOT::RVec &tau_mask) { + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &electron_pt, + const ROOT::RVec &electron_eta, + const ROOT::RVec &electron_phi, + const ROOT::RVec &electron_mass, + const ROOT::RVec &electron_iso, + const ROOT::RVec &muon_pt, + const ROOT::RVec &muon_eta, + const ROOT::RVec &muon_phi, + const ROOT::RVec &muon_mass, + const ROOT::RVec &electron_mask, + const ROOT::RVec &muon_mask, + const ROOT::RVec &tau_mask) { // first entry is the lepton index, // second entry is the tau index ROOT::RVec selected_triple = {-1, -2, -2}; @@ -473,9 +534,11 @@ auto TripleSelectionWithoutEleAlgo(const float &mindeltaR_leptau) { ROOT::VecOps::Nonzero(electron_mask); const auto original_muon_indices = ROOT::VecOps::Nonzero(muon_mask); Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("masks: org tau {}, org ele {}, org mu {}", tau_mask, electron_mask, muon_mask); + ->debug("masks: org tau {}, org ele {}, org mu {}", tau_mask, + electron_mask, muon_mask); - // only select events with one good muon and one good electron and at least one tau + // only select events with one good muon and one good electron and at + // least one tau if (original_tau_indices.size() < 1 or original_muon_indices.size() != 1) { return selected_triple; @@ -493,92 +556,112 @@ auto TripleSelectionWithoutEleAlgo(const float &mindeltaR_leptau) { Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") ->debug("original tau indices {}", original_tau_indices); - // sort hadronic taus by their deeptau vs. jets score in descending order - const auto sorted_tau_idx = ROOT::VecOps::Argsort( - -1. * selected_tau_iso); + // sort hadronic taus by their deeptau vs. jets score in descending + // order + const auto sorted_tau_idx = + ROOT::VecOps::Argsort(-1. * selected_tau_iso); Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") ->debug("sorted taus {}", sorted_tau_idx); - // construct the four vectors of the selected leptons + // construct the four vectors of the selected leptons if (original_electron_indices.size() > 0) { // sort electrons by their isolation in descending order const auto selected_ele_iso = - ROOT::VecOps::Take(electron_iso, original_electron_indices); - const auto sorted_ele_iso = ROOT::VecOps::Argsort( - selected_ele_iso); + ROOT::VecOps::Take(electron_iso, original_electron_indices); + const auto sorted_ele_iso = ROOT::VecOps::Argsort(selected_ele_iso); Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("sorted eles {}", sorted_ele_iso); + ->debug("sorted eles {}", sorted_ele_iso); ROOT::Math::PtEtaPhiMVector electron = ROOT::Math::PtEtaPhiMVector( - electron_pt.at(original_electron_indices.at(sorted_ele_iso.at(0))), electron_eta.at(original_electron_indices.at(sorted_ele_iso.at(0))), - electron_phi.at(original_electron_indices.at(sorted_ele_iso.at(0))), electron_mass.at(original_electron_indices.at(sorted_ele_iso.at(0)))); + electron_pt.at( + original_electron_indices.at(sorted_ele_iso.at(0))), + electron_eta.at( + original_electron_indices.at(sorted_ele_iso.at(0))), + electron_phi.at( + original_electron_indices.at(sorted_ele_iso.at(0))), + electron_mass.at( + original_electron_indices.at(sorted_ele_iso.at(0)))); Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("{} electron vector: {}", original_electron_indices, electron); + ->debug("{} electron vector: {}", original_electron_indices, + electron); } Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("muon pts: {}", muon_pt); + ->debug("muon pts: {}", muon_pt); ROOT::Math::PtEtaPhiMVector muon = ROOT::Math::PtEtaPhiMVector( - muon_pt.at(original_muon_indices.at(0)), muon_eta.at(original_muon_indices.at(0)), - muon_phi.at(original_muon_indices.at(0)), muon_mass.at(original_muon_indices.at(0))); + muon_pt.at(original_muon_indices.at(0)), + muon_eta.at(original_muon_indices.at(0)), + muon_phi.at(original_muon_indices.at(0)), + muon_mass.at(original_muon_indices.at(0))); Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("{} muon vector: {}", original_muon_indices, muon); + ->debug("{} muon vector: {}", original_muon_indices, muon); - //Construct four vectors of hadronic tau candidates and check the DeltaR requirements to the leptons. Triples are rejected if the candidates are too close + // Construct four vectors of hadronic tau candidates and check the + // DeltaR requirements to the leptons. Triples are rejected if the + // candidates are too close for (auto &candidate : sorted_tau_idx) { Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("{} debuging1 {}", original_tau_indices.at(candidate), sorted_tau_idx.at(candidate)); + ->debug("{} debuging1 {}", original_tau_indices.at(candidate), + sorted_tau_idx.at(candidate)); ROOT::Math::PtEtaPhiMVector tau = ROOT::Math::PtEtaPhiMVector( - tau_pt.at(original_tau_indices.at(candidate)), tau_eta.at(original_tau_indices.at(candidate)), tau_phi.at(original_tau_indices.at(candidate)), + tau_pt.at(original_tau_indices.at(candidate)), + tau_eta.at(original_tau_indices.at(candidate)), + tau_phi.at(original_tau_indices.at(candidate)), tau_mass.at(original_tau_indices.at(candidate))); if (ROOT::Math::VectorUtil::DeltaR(muon, tau) > mindeltaR_leptau) { - if (original_electron_indices.size() > 0) { - selected_triple = {static_cast(original_electron_indices.at(0)), static_cast(original_muon_indices.at(0)), - static_cast(original_tau_indices.at(candidate))}; - Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("selected triple {}", selected_triple); - } - else { - selected_triple = {-1, static_cast(original_muon_indices.at(0)), - static_cast(original_tau_indices.at(candidate))}; - Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("selected triple {}", selected_triple); + if (original_electron_indices.size() > 0) { + selected_triple = { + static_cast(original_electron_indices.at(0)), + static_cast(original_muon_indices.at(0)), + static_cast(original_tau_indices.at(candidate))}; + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("selected triple {}", selected_triple); + } else { + selected_triple = { + -1, static_cast(original_muon_indices.at(0)), + static_cast(original_tau_indices.at(candidate))}; + Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") + ->debug("selected triple {}", selected_triple); } break; } } Logger::get("three_flavor::TripleSelectionWithoutEleAlgo") - ->debug("Final triple {} {} {}", selected_triple[0], selected_triple[1], selected_triple[2]); + ->debug("Final triple {} {} {}", selected_triple[0], + selected_triple[1], selected_triple[2]); return selected_triple; - }; + }; } // end namespace TripleSelectionWithoutElectronAlgo } // end namespace three_flavor namespace two_flavor { /// Implementation of the triple selection algorithm. First, only events -/// that contain at least two goodleptons with same flavour and one goodTau are considered. -/// Events contain at least two good leptons and one good tau, if the -/// the leptonmask and the taumask have nonzero elements. These masks are +/// that contain at least two goodleptons with same flavour and one goodTau are +/// considered. Events contain at least two good leptons and one good tau, if +/// the the leptonmask and the taumask have nonzero elements. These masks are /// constructed using the functions from the physicsobject namespace -/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. -/// To estimate the jet to lepton fake rate, we select also events with base leptons -/// \returns an `ROOT::RVec` with three values, the first one beeing -/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. -auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_leplep) { +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather +/// the emt or the met channel is considered. To estimate the jet to lepton fake +/// rate, we select also events with base leptons \returns an `ROOT::RVec` +/// with three values, the first one beeing the lepton from the W index, the +/// second one beeing the lepton from the tau index and the third one the +/// hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_leptau, + const float &mindeltaR_leplep) { Logger::get("two_flavor::TripleSelectionAlgo") ->debug("Setting up algorithm"); - return [mindeltaR_leptau, mindeltaR_leplep](const ROOT::RVec &tau_pt, - const ROOT::RVec &tau_eta, - const ROOT::RVec &tau_phi, - const ROOT::RVec &tau_mass, - const ROOT::RVec &tau_iso, - const ROOT::RVec &muon_pt, - const ROOT::RVec &muon_eta, - const ROOT::RVec &muon_phi, - const ROOT::RVec &muon_mass, - const ROOT::RVec &muon_iso, - const ROOT::RVec &good_muon_mask, - const ROOT::RVec &base_muon_mask, - const ROOT::RVec &tau_mask) { - + return [mindeltaR_leptau, + mindeltaR_leplep](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &muon_pt, + const ROOT::RVec &muon_eta, + const ROOT::RVec &muon_phi, + const ROOT::RVec &muon_mass, + const ROOT::RVec &muon_iso, + const ROOT::RVec &good_muon_mask, + const ROOT::RVec &base_muon_mask, + const ROOT::RVec &tau_mask) { ROOT::RVec selected_triple = {-1, -1, -1}; const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); const auto ind_good_muons = ROOT::VecOps::Nonzero(good_muon_mask); @@ -586,33 +669,37 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_l Logger::get("two_flavor::TripleSelectionAlgo") ->debug("good masks: tau {}, mu {}", tau_mask, good_muon_mask); Logger::get("two_flavor::TripleSelectionAlgo") - ->debug("base mask: mu {}", base_muon_mask); - // reject events with more than two good muons or less than one good tau or less than two base muons - if (original_tau_indices.size() < 1 or - ind_good_muons.size() > 2 or ind_base_muons.size() < 2) { + ->debug("base mask: mu {}", base_muon_mask); + // reject events with more than two good muons or less than one good tau + // or less than two base muons + if (original_tau_indices.size() < 1 or ind_good_muons.size() > 2 or + ind_base_muons.size() < 2) { Logger::get("two_flavor::TripleSelectionAlgo") - ->debug("no valid triple found"); + ->debug("no valid triple found"); return selected_triple; } ROOT::RVec selected_mu_indices; - const auto base_mu_iso = - ROOT::VecOps::Take(muon_iso, ind_base_muons); - // if the event contains exactly two good muons, these are chosen (for signal region). In the case, that only bad muons or only one good muon are contained in the event, the most isolated muons from the base muon selection are chosen first for the triple (for fake rate estimation) + const auto base_mu_iso = ROOT::VecOps::Take(muon_iso, ind_base_muons); + // if the event contains exactly two good muons, these are chosen (for + // signal region). In the case, that only bad muons or only one good + // muon are contained in the event, the most isolated muons from the + // base muon selection are chosen first for the triple (for fake rate + // estimation) if (ind_good_muons.size() == 2) { selected_mu_indices.push_back(ind_good_muons.at(0)); selected_mu_indices.push_back(ind_good_muons.at(1)); Logger::get("three_flavor::TripleSmuctionAlgo") ->debug("two good muons found"); - } - else { + } else { // sort base leptons in their isolation in ascending order const auto sorted_base_mu_idx = ROOT::VecOps::Argsort(base_mu_iso); - for (auto &mu_cand : sorted_base_mu_idx){ + for (auto &mu_cand : sorted_base_mu_idx) { Logger::get("three_flavor::TripleSmuctionAlgo") - ->debug("mu cand {}, sorted mu {}, base_mu_iso {}", mu_cand,sorted_base_mu_idx, base_mu_iso); + ->debug("mu cand {}, sorted mu {}, base_mu_iso {}", mu_cand, + sorted_base_mu_idx, base_mu_iso); selected_mu_indices.push_back(ind_base_muons.at(mu_cand)); - } - } + } + } Logger::get("two_flavour::TripleSelectionAlgo") ->debug("Running algorithm on good taus and leptons"); Logger::get("two_flavour::TripleSelectionAlgo") @@ -627,47 +714,88 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_l Logger::get("two_flavour::TripleSelectionAlgo") ->debug("selected tau iso {}", selected_tau_iso); - // sort hadronic taus by their deeptau vs. jets score in descending order - const auto sorted_tau_idx = ROOT::VecOps::Argsort( - -1. * selected_tau_iso); + // sort hadronic taus by their deeptau vs. jets score in descending + // order + const auto sorted_tau_idx = + ROOT::VecOps::Argsort(-1. * selected_tau_iso); Logger::get("two_flavour::TripleSelectionAlgo") ->debug("sorted taus {}", sorted_tau_idx); - //Construct four vectors of hadronic tau and muon candidates and check the DeltaR requirements. Triples are rejected if the candidates are too close. For the signal region exactly two good muons are required, therefore the loops over the muons have no influence on the pairing. For the fake rate region, more muons are allowed. The algorithm prefers triples with the most isolated muon. + // Construct four vectors of hadronic tau and muon candidates and check + // the DeltaR requirements. Triples are rejected if the candidates are + // too close. For the signal region exactly two good muons are required, + // therefore the loops over the muons have no influence on the pairing. + // For the fake rate region, more muons are allowed. The algorithm + // prefers triples with the most isolated muon. for (auto &candidate_tau : sorted_tau_idx) { Logger::get("two_flavour::TripleSelectionAlgo") - ->debug("original_tau_indices.at(candidate_tau) {}, sorted_tau_idx.at(candidate_tau) {}", original_tau_indices.at(candidate_tau), sorted_tau_idx.at(candidate_tau)); + ->debug("original_tau_indices.at(candidate_tau) {}, " + "sorted_tau_idx.at(candidate_tau) {}", + original_tau_indices.at(candidate_tau), + sorted_tau_idx.at(candidate_tau)); ROOT::Math::PtEtaPhiMVector tau = ROOT::Math::PtEtaPhiMVector( - tau_pt.at(original_tau_indices.at(candidate_tau)), tau_eta.at(original_tau_indices.at(candidate_tau)), tau_phi.at(original_tau_indices.at(candidate_tau)), + tau_pt.at(original_tau_indices.at(candidate_tau)), + tau_eta.at(original_tau_indices.at(candidate_tau)), + tau_phi.at(original_tau_indices.at(candidate_tau)), tau_mass.at(original_tau_indices.at(candidate_tau))); - for (int i=0; idebug("DeltaR(muon_1, tau): {}",ROOT::Math::VectorUtil::DeltaR(muon_1, tau)); + for (int i = 0; i < selected_mu_indices.size() - 1; i = i + 1) { + ROOT::Math::PtEtaPhiMVector muon_1 = + ROOT::Math::PtEtaPhiMVector( + muon_pt.at(selected_mu_indices.at(i)), + muon_eta.at(selected_mu_indices.at(i)), + muon_phi.at(selected_mu_indices.at(i)), + muon_mass.at(selected_mu_indices.at(i))); + for (int j = i + 1; j < selected_mu_indices.size(); j = j + 1) { + ROOT::Math::PtEtaPhiMVector muon_2 = + ROOT::Math::PtEtaPhiMVector( + muon_pt.at(selected_mu_indices.at(j)), + muon_eta.at(selected_mu_indices.at(j)), + muon_phi.at(selected_mu_indices.at(j)), + muon_mass.at(selected_mu_indices.at(j))); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("DeltaR(muon_1, tau): {}", + ROOT::Math::VectorUtil::DeltaR(muon_1, tau)); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("DeltaR(muon_2, tau): {}", + ROOT::Math::VectorUtil::DeltaR(muon_2, tau)); + Logger::get("two_flavour::TripleSelectionAlgo") + ->debug("DeltaR(muon_1, muon_2): {}", + ROOT::Math::VectorUtil::DeltaR(muon_1, muon_2)); + if (ROOT::Math::VectorUtil::DeltaR(muon_1, tau) > + mindeltaR_leptau && + ROOT::Math::VectorUtil::DeltaR(muon_2, tau) > + mindeltaR_leptau && + ROOT::Math::VectorUtil::DeltaR(muon_1, muon_2) > + mindeltaR_leplep) { Logger::get("two_flavour::TripleSelectionAlgo") - ->debug("DeltaR(muon_2, tau): {}", ROOT::Math::VectorUtil::DeltaR(muon_2, tau)); - Logger::get("two_flavour::TripleSelectionAlgo") - ->debug("DeltaR(muon_1, muon_2): {}", ROOT::Math::VectorUtil::DeltaR(muon_1, muon_2)); - if (ROOT::Math::VectorUtil::DeltaR(muon_1, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(muon_2, tau) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(muon_1, muon_2) > mindeltaR_leplep) { - Logger::get("two_flavour::TripleSelectionAlgo") - ->debug("pt muon_1 {}, pt muon_2 {}", muon_1.Pt(), muon_2.Pt()); + ->debug("pt muon_1 {}, pt muon_2 {}", muon_1.Pt(), + muon_2.Pt()); if (muon_1.Pt() > muon_2.Pt()) { Logger::get("two_flavour::TripleSelectionAlgo") - ->debug("Selected original triple indices: mu_1 = {}, mu_2 = {} , tau = {}", selected_mu_indices.at(i), selected_mu_indices.at(j), original_tau_indices.at(candidate_tau)); - selected_triple = {static_cast(selected_mu_indices.at(i)), static_cast(selected_mu_indices.at(j)), static_cast(original_tau_indices.at(candidate_tau))}; + ->debug("Selected original triple indices: " + "mu_1 = {}, mu_2 = {} , tau = {}", + selected_mu_indices.at(i), + selected_mu_indices.at(j), + original_tau_indices.at(candidate_tau)); + selected_triple = { + static_cast(selected_mu_indices.at(i)), + static_cast(selected_mu_indices.at(j)), + static_cast( + original_tau_indices.at(candidate_tau))}; Logger::get("two_flavour::TripleSelectionAlgo") ->debug("selected triple {}", selected_triple); - } - else { + } else { Logger::get("two_flavour::TripleSelectionAlgo") - ->debug("Selected original triple indices: mu_1 = {}, mu_2 = {} , tau = {}", selected_mu_indices.at(j), selected_mu_indices.at(i), original_tau_indices.at(candidate_tau)); - selected_triple = {static_cast(selected_mu_indices.at(j)), static_cast(selected_mu_indices.at(i)), static_cast(original_tau_indices.at(candidate_tau))}; + ->debug("Selected original triple indices: " + "mu_1 = {}, mu_2 = {} , tau = {}", + selected_mu_indices.at(j), + selected_mu_indices.at(i), + original_tau_indices.at(candidate_tau)); + selected_triple = { + static_cast(selected_mu_indices.at(j)), + static_cast(selected_mu_indices.at(i)), + static_cast( + original_tau_indices.at(candidate_tau))}; Logger::get("two_flavour::TripleSelectionAlgo") ->debug("selected triple {}", selected_triple); } @@ -677,7 +805,7 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_l } } Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("no valid triple found {}", selected_triple); + ->debug("no valid triple found {}", selected_triple); return selected_triple; }; } // end namespace TripleSelectionAlgo @@ -689,37 +817,41 @@ namespace lep_tautau { /// Events contain one good lepton and at least two good taus, if the /// tau_mask and the leptonmask have nonzero elements. These masks are /// constructed using the functions from the physicsobject namespace -/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather +/// the emt or the met channel is considered. /// /// \returns an `ROOT::RVec` with three values, the first one beeing -/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. -auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_tautau) { +/// the lepton from the W index, the second one beeing the lepton from the tau +/// index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_leptau, + const float &mindeltaR_tautau) { Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("Setting up algorithm"); - return [mindeltaR_leptau, mindeltaR_tautau](const ROOT::RVec &tau_pt, - const ROOT::RVec &tau_eta, - const ROOT::RVec &tau_phi, - const ROOT::RVec &tau_mass, - const ROOT::RVec &tau_iso, - const ROOT::RVec &lepton_pt, - const ROOT::RVec &lepton_eta, - const ROOT::RVec &lepton_phi, - const ROOT::RVec &lepton_mass, - const ROOT::RVec &lepton_mask, - const ROOT::RVec &tau_mask) { - + return [mindeltaR_leptau, + mindeltaR_tautau](const ROOT::RVec &tau_pt, + const ROOT::RVec &tau_eta, + const ROOT::RVec &tau_phi, + const ROOT::RVec &tau_mass, + const ROOT::RVec &tau_iso, + const ROOT::RVec &lepton_pt, + const ROOT::RVec &lepton_eta, + const ROOT::RVec &lepton_phi, + const ROOT::RVec &lepton_mass, + const ROOT::RVec &lepton_mask, + const ROOT::RVec &tau_mask) { ROOT::RVec selected_triple = {-1, -1, -1}; const auto original_tau_indices = ROOT::VecOps::Nonzero(tau_mask); const auto original_lepton_indices = ROOT::VecOps::Nonzero(lepton_mask); Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("masks: org tau {}, org lepton {}", tau_mask, lepton_mask); - // only select events with at least two good taus and excatly one lepton (muon or electron) + // only select events with at least two good taus and excatly one lepton + // (muon or electron) if (original_tau_indices.size() < 2 or original_lepton_indices.size() != 1) { return selected_triple; } - + Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("Running algorithm on good taus and leptons"); Logger::get("lep_tautau::TripleSelectionAlgo") @@ -747,22 +879,25 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_t ->debug("selected lepton pt {}", selected_lepton_pt); // sort hadronic taus by their iso in descending order - const auto sorted_tau_idx = ROOT::VecOps::Argsort( - -1. * selected_tau_iso); + const auto sorted_tau_idx = + ROOT::VecOps::Argsort(-1. * selected_tau_iso); Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("sorted taus {}", sorted_tau_idx); // construct the four vectors of the selected lepton Logger::get("lep_tautau::TripleSelectionAlgo") - ->debug("lepton pts: {}", lepton_pt); + ->debug("lepton pts: {}", lepton_pt); ROOT::Math::PtEtaPhiMVector lepton = ROOT::Math::PtEtaPhiMVector( - lepton_pt.at(original_lepton_indices.at(0)), lepton_eta.at(original_lepton_indices.at(0)), - lepton_phi.at(original_lepton_indices.at(0)), lepton_mass.at(original_lepton_indices.at(0))); + lepton_pt.at(original_lepton_indices.at(0)), + lepton_eta.at(original_lepton_indices.at(0)), + lepton_phi.at(original_lepton_indices.at(0)), + lepton_mass.at(original_lepton_indices.at(0))); const auto pair_indices = ROOT::VecOps::Combinations( selected_tau_pt, 2); // Gives indices of tau-tau pairs Logger::get("lep_tautau::TripleSelectionAlgo") - ->debug("Hadronic tau pairs: {} {}", pair_indices[0], pair_indices[1]); + ->debug("Hadronic tau pairs: {} {}", pair_indices[0], + pair_indices[1]); const auto pairs = ROOT::VecOps::Construct>( pair_indices[0], pair_indices[1]); @@ -772,12 +907,12 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_t for (auto &pair : pairs) { counter++; Logger::get("lep_tautau::TripleSelectionAlgo") - ->debug("Constituents hadronic tau pair {}. : {} {}", counter, pair.first, - pair.second); + ->debug("Constituents hadronic tau pair {}. : {} {}", counter, + pair.first, pair.second); } const auto sorted_pairs = ROOT::VecOps::Sort( pairs, compareForTriples(selected_tau_pt, selected_tau_iso, - selected_tau_pt, selected_tau_iso)); + selected_tau_pt, selected_tau_iso)); // construct the four vectors of the selected taus to check // deltaR and reject a pair if the candidates are too close @@ -797,7 +932,12 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_t Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("DeltaR: {}", ROOT::Math::VectorUtil::DeltaR(tau_1, tau_2)); - if (ROOT::Math::VectorUtil::DeltaR(tau_1, tau_2) > mindeltaR_tautau && ROOT::Math::VectorUtil::DeltaR(tau_1, lepton) > mindeltaR_leptau && ROOT::Math::VectorUtil::DeltaR(tau_2, lepton) > mindeltaR_leptau) { + if (ROOT::Math::VectorUtil::DeltaR(tau_1, tau_2) > + mindeltaR_tautau && + ROOT::Math::VectorUtil::DeltaR(tau_1, lepton) > + mindeltaR_leptau && + ROOT::Math::VectorUtil::DeltaR(tau_2, lepton) > + mindeltaR_leptau) { Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("Selected original pair indices: tau_1 = {} , " "tau_2 = {}", @@ -808,17 +948,23 @@ auto TripleSelectionAlgo(const float &mindeltaR_leptau, const float &mindeltaR_t Logger::get("lep_tautau::TripleSelectionAlgo") ->debug("Tau_1 Iso = {} , Tau_2 Iso = {} ", tau_iso[tau_index_1], tau_iso[tau_index_2]); - if (tau_1.Pt()>tau_2.Pt()) { - selected_triple = {static_cast(original_lepton_indices.at(0)), static_cast(tau_index_1), static_cast(tau_index_2)}; - } - else { - selected_triple = {static_cast(original_lepton_indices.at(0)), static_cast(tau_index_2), static_cast(tau_index_1)}; + if (tau_1.Pt() > tau_2.Pt()) { + selected_triple = { + static_cast(original_lepton_indices.at(0)), + static_cast(tau_index_1), + static_cast(tau_index_2)}; + } else { + selected_triple = { + static_cast(original_lepton_indices.at(0)), + static_cast(tau_index_2), + static_cast(tau_index_1)}; } break; } } Logger::get("lep_tautau::TripleSelectionAlgo") - ->debug("Final triple {} {} {}", selected_triple[0], selected_triple[1], selected_triple[2]); + ->debug("Final triple {} {} {}", selected_triple[0], + selected_triple[1], selected_triple[2]); return selected_triple; }; @@ -830,24 +976,29 @@ namespace lep1lep1_lep2 { /// Events contain two good lep1 and one loose lep2, if the corresponding /// leptonmask have nonzero elements. These masks are /// constructed using the functions from the physicsobject namespace -/// (e.g. physicsobject::CutPt). The argument triple gives information wheather the emt or the met channel is considered. +/// (e.g. physicsobject::CutPt). The argument triple gives information wheather +/// the emt or the met channel is considered. /// /// \returns an `ROOT::RVec` with three values, the first one beeing -/// the lepton from the W index, the second one beeing the lepton from the tau index and the third one the hadronic tau index. -auto TripleSelectionAlgo(const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2) { +/// the lepton from the W index, the second one beeing the lepton from the tau +/// index and the third one the hadronic tau index. +auto TripleSelectionAlgo(const float &mindeltaR_lep1lep1, + const float &mindeltaR_lep1lep2) { Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("Setting up algorithm"); - return [mindeltaR_lep1lep1, mindeltaR_lep1lep2](const ROOT::RVec &lep1_pt, - const ROOT::RVec &lep1_eta, - const ROOT::RVec &lep1_phi, - const ROOT::RVec &lep1_mass, - const ROOT::RVec &lep1_iso, - const ROOT::RVec &lep2_pt, - const ROOT::RVec &lep2_eta, - const ROOT::RVec &lep2_phi, - const ROOT::RVec &lep2_mass, - const ROOT::RVec &lep2_iso, - const ROOT::RVec &lep1_mask, const ROOT::RVec &lep2_mask) { + return [mindeltaR_lep1lep1, + mindeltaR_lep1lep2](const ROOT::RVec &lep1_pt, + const ROOT::RVec &lep1_eta, + const ROOT::RVec &lep1_phi, + const ROOT::RVec &lep1_mass, + const ROOT::RVec &lep1_iso, + const ROOT::RVec &lep2_pt, + const ROOT::RVec &lep2_eta, + const ROOT::RVec &lep2_phi, + const ROOT::RVec &lep2_mass, + const ROOT::RVec &lep2_iso, + const ROOT::RVec &lep1_mask, + const ROOT::RVec &lep2_mask) { // first 2 entries are lep1 indices, // third entry is the lep2 index ROOT::RVec selected_triple = {-1, -1, -1}; @@ -856,86 +1007,116 @@ auto TripleSelectionAlgo(const float &mindeltaR_lep1lep1, const float &mindeltaR Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("masks: org lep1 {}, org lep2 {}", lep1_mask, lep2_mask); - // only select events with at least two good lep1 and at least one base lep2 - if (ind_good_lep1.size() < 2 or - ind_base_lep2.size() < 1) { + // only select events with at least two good lep1 and at least one base + // lep2 + if (ind_good_lep1.size() < 2 or ind_base_lep2.size() < 1) { return selected_triple; } - + Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("Running algorithm on good taus and leptons"); Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("good lep1 indices {}", ind_good_lep1); Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("base lep2 indices {}", ind_base_lep2); - + ROOT::RVec selected_lep1_indices; ROOT::RVec selected_lep2_indices; // sort the leptons by iso - const auto good_lep1_iso = - ROOT::VecOps::Take(lep1_iso, ind_good_lep1); - const auto base_lep2_iso = - ROOT::VecOps::Take(lep2_iso, ind_base_lep2); + const auto good_lep1_iso = ROOT::VecOps::Take(lep1_iso, ind_good_lep1); + const auto base_lep2_iso = ROOT::VecOps::Take(lep2_iso, ind_base_lep2); // sort base leptons in their isolation in ascending order const auto sorted_good_lep1_idx = ROOT::VecOps::Argsort(good_lep1_iso); const auto sorted_base_lep2_idx = ROOT::VecOps::Argsort(base_lep2_iso); - for (auto &lep1_cand : sorted_good_lep1_idx){ + for (auto &lep1_cand : sorted_good_lep1_idx) { Logger::get("lep1lep1_lep2::TripleSlep1ctionAlgo") - ->debug("lep1 cand {}, sorted lep1 {}, good_lep1_iso {}", lep1_cand,sorted_good_lep1_idx, good_lep1_iso); + ->debug("lep1 cand {}, sorted lep1 {}, good_lep1_iso {}", + lep1_cand, sorted_good_lep1_idx, good_lep1_iso); selected_lep1_indices.push_back(ind_good_lep1.at(lep1_cand)); - } - for (auto &lep2_cand : sorted_base_lep2_idx){ + } + for (auto &lep2_cand : sorted_base_lep2_idx) { Logger::get("lep1lep1_lep2::TripleSlep2ctionAlgo") - ->debug("lep2 cand {}, sorted lep2 {}, base_lep2_iso {}", lep2_cand,sorted_base_lep2_idx, base_lep2_iso); + ->debug("lep2 cand {}, sorted lep2 {}, base_lep2_iso {}", + lep2_cand, sorted_base_lep2_idx, base_lep2_iso); selected_lep2_indices.push_back(ind_base_lep2.at(lep2_cand)); } - for (int i=0; idebug("DeltaR(lep1_1, lep1_2): {}",ROOT::Math::VectorUtil::DeltaR(lep1_1, lep1_2)); + ->debug("DeltaR(lep1_1, lep1_2): {}", + ROOT::Math::VectorUtil::DeltaR(lep1_1, lep1_2)); Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("DeltaR(lep1_1, lep2): {}", ROOT::Math::VectorUtil::DeltaR(lep1_1, lep2)); + ->debug("DeltaR(lep1_1, lep2): {}", + ROOT::Math::VectorUtil::DeltaR(lep1_1, lep2)); Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("DeltaR(lep1_2, lep2): {}", ROOT::Math::VectorUtil::DeltaR(lep1_2, lep2)); - if (ROOT::Math::VectorUtil::DeltaR(lep1_1, lep1_2) > mindeltaR_lep1lep1 && ROOT::Math::VectorUtil::DeltaR(lep1_1, lep2) > mindeltaR_lep1lep2 && ROOT::Math::VectorUtil::DeltaR(lep1_2, lep2) > mindeltaR_lep1lep2) { + ->debug("DeltaR(lep1_2, lep2): {}", + ROOT::Math::VectorUtil::DeltaR(lep1_2, lep2)); + if (ROOT::Math::VectorUtil::DeltaR(lep1_1, lep1_2) > + mindeltaR_lep1lep1 && + ROOT::Math::VectorUtil::DeltaR(lep1_1, lep2) > + mindeltaR_lep1lep2 && + ROOT::Math::VectorUtil::DeltaR(lep1_2, lep2) > + mindeltaR_lep1lep2) { Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("lep1_1 Pt = {} , lep1_2 Pt = {} ", lep1_1.Pt(), - lep1_2.Pt()); + ->debug("lep1_1 Pt = {} , lep1_2 Pt = {} ", + lep1_1.Pt(), lep1_2.Pt()); if (lep1_1.Pt() > lep1_2.Pt()) { Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("Selected original triple indices: lep1_1 = {}, lep1_2 = {} , lep2 = {}", selected_lep1_indices.at(i), selected_lep1_indices.at(j), selected_lep2_indices.at(k)); - selected_triple = {static_cast(selected_lep1_indices.at(i)), static_cast(selected_lep1_indices.at(j)), static_cast(selected_lep2_indices.at(k))}; + ->debug("Selected original triple indices: " + "lep1_1 = {}, lep1_2 = {} , lep2 = {}", + selected_lep1_indices.at(i), + selected_lep1_indices.at(j), + selected_lep2_indices.at(k)); + selected_triple = { + static_cast(selected_lep1_indices.at(i)), + static_cast(selected_lep1_indices.at(j)), + static_cast(selected_lep2_indices.at(k))}; Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("selected triple {}", selected_triple); - } - else { + } else { Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("Selected original triple indices: lep1_1 = {}, lep1_2 = {} , lep2 = {}", selected_lep1_indices.at(j), selected_lep1_indices.at(i), selected_lep2_indices.at(k)); - selected_triple = {static_cast(selected_lep1_indices.at(j)), static_cast(selected_lep1_indices.at(i)), static_cast(selected_lep2_indices.at(k))}; + ->debug("Selected original triple indices: " + "lep1_1 = {}, lep1_2 = {} , lep2 = {}", + selected_lep1_indices.at(j), + selected_lep1_indices.at(i), + selected_lep2_indices.at(k)); + selected_triple = { + static_cast(selected_lep1_indices.at(j)), + static_cast(selected_lep1_indices.at(i)), + static_cast(selected_lep2_indices.at(k))}; Logger::get("lep1lep1_lep2::TripleSelectionAlgo") ->debug("selected triple {}", selected_triple); } Logger::get("lep1lep1_lep2::TripleSelectionAlgo") - ->debug("lep1_1 Pt = {} , lep1_2 Pt = {} , lep2 Pt = {} ", lep1_1.Pt(), - lep1_2.Pt(), lep2.Pt()); + ->debug("lep1_1 Pt = {} , lep1_2 Pt = {} , lep2 Pt " + "= {} ", + lep1_1.Pt(), lep1_2.Pt(), lep2.Pt()); return selected_triple; } } } } Logger::get("three_flavor::TripleSelectionAlgo") - ->debug("no valid triple found {}", selected_triple); + ->debug("no valid triple found {}", selected_triple); return selected_triple; }; } // end namespace TripleSelectionAlgo @@ -943,9 +1124,9 @@ auto TripleSelectionAlgo(const float &mindeltaR_lep1lep1, const float &mindeltaR namespace elemutau { /** - * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. - Only triples are selected if the electron pt is larger than the pt of the muon. - The electron is than assigned to the W boson. + * @brief Function used to select the lepton triple from the W boson and the + Higgs boson decay. Only triples are selected if the electron pt is larger than + the pt of the muon. The electron is than assigned to the W boson. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -962,12 +1143,14 @@ namespace elemutau { - muon_eta - muon_phi - muon_mass - - electron_masks containing the flags whether the electron is a good electron or a base electron + - electron_masks containing the flags whether the electron is a good + electron or a base electron - tau_mask containing the flags whether the tau is a good tau or not - - muon_masks containing the flags whether the muon is a good muon or a base muon + - muon_masks containing the flags whether the muon is a good muon or a base + muon * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than + * @param mindeltaR_leptau the seperation between each lepton and the tau has to + be larger than * this value * @param mindeltaR_leplep the seperation between the leptons has to be larger than @@ -975,23 +1158,25 @@ namespace elemutau { * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, + const float &mindeltaR_leplep) { Logger::get("elemutau::TripleSelection") ->debug("Setting up EleMuTau Triple building"); - const std::string triple = "emt" ; - auto df1 = df.Define( - triplename, - whtautau_tripleselection::three_flavor::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_leplep, triple), - input_vector); + const std::string triple = "emt"; + auto df1 = + df.Define(triplename, + whtautau_tripleselection::three_flavor::TripleSelectionAlgo( + mindeltaR_leptau, mindeltaR_leplep, triple), + input_vector); return df1; } /** - * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. - Only triples are selected if the electron pt is larger than the pt of the muon. - The electron is than assigned to the W boson. + * @brief Function used to select the lepton triple from the W boson and the + Higgs boson decay. Only triples are selected if the electron pt is larger than + the pt of the muon. The electron is than assigned to the W boson. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1008,27 +1193,25 @@ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - muon_eta - muon_phi - muon_mass - - electron_masks containing the flags whether the electron is a good electron or a base electron + - electron_masks containing the flags whether the electron is a good + electron or a base electron - tau_mask containing the flags whether the tau is a good tau or not - - muon_masks containing the flags whether the muon is a good muon or a base muon + - muon_masks containing the flags whether the muon is a good muon or a base + muon * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than - * this value - * @param mindeltaR_leplep the seperation between the leptons has to be larger - than - * this value + * @param mindeltaR_leptau the seperation between each lepton and the tau has to + * be larger than this value * @return a new dataframe with the triple index column added */ -ROOT::RDF::RNode TripleSelectionWOEle(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_leptau) { +ROOT::RDF::RNode TripleSelectionWOEle( + ROOT::RDF::RNode df, const std::vector &input_vector, + const std::string &triplename, const float &mindeltaR_leptau) { Logger::get("elemutau::TripleSelectionWOEle") ->debug("Setting up EleMuTau Triple building"); auto df1 = df.Define( triplename, - whtautau_tripleselection::three_flavor::TripleSelectionWithoutEleAlgo(mindeltaR_leptau), + whtautau_tripleselection::three_flavor::TripleSelectionWithoutEleAlgo( + mindeltaR_leptau), input_vector); return df1; } @@ -1036,9 +1219,9 @@ ROOT::RDF::RNode TripleSelectionWOEle(ROOT::RDF::RNode df, namespace mueletau { /** - * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. - Only triples are selected if the electron pt is larger than the pt of the muon. - The electron is than assigned to the W boson. + * @brief Function used to select the lepton triple from the W boson and the + Higgs boson decay. Only triples are selected if the electron pt is larger than + the pt of the muon. The electron is than assigned to the W boson. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1055,12 +1238,14 @@ namespace mueletau { - muon_eta - muon_phi - muon_mass - - electron_masks containing the flags whether the electron is a good electron or a base electron + - electron_masks containing the flags whether the electron is a good + electron or a base electron - tau_mask containing the flags whether the tau is a good tau or not - - muon_masks containing the flags whether the muon is a good muon or a base muon + - muon_masks containing the flags whether the muon is a good muon or a base + muon * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than + * @param mindeltaR_leptau the seperation between each lepton and the tau has to + be larger than * this value * @param mindeltaR_leplep the seperation between the leptons has to be larger than @@ -1068,25 +1253,27 @@ namespace mueletau { * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, + const float &mindeltaR_leplep) { Logger::get("mueletau::TripleSelection") ->debug("Setting up MuEleTau Triple building"); - const std::string triple = "met" ; - auto df1 = df.Define( - triplename, - whtautau_tripleselection::three_flavor::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_leplep, triple), - input_vector); + const std::string triple = "met"; + auto df1 = + df.Define(triplename, + whtautau_tripleselection::three_flavor::TripleSelectionAlgo( + mindeltaR_leptau, mindeltaR_leplep, triple), + input_vector); return df1; } } // end namespace mueletau namespace mumutau { /** - * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. - Only triples are selected if the electron pt is larger than the pt of the muon. - The electron is than assigned to the W boson. + * @brief Function used to select the lepton triple from the W boson and the + Higgs boson decay. Only triples are selected if the electron pt is larger than + the pt of the muon. The electron is than assigned to the W boson. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1102,8 +1289,8 @@ namespace mumutau { - tau_mask containing the flags whether the tau is a good tau or not - muon_mask containing the flags whether the muons are a good muons or not * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than + * @param mindeltaR_leptau the seperation between each lepton and the tau has to + be larger than * this value * @param mindeltaR_leplep the seperation between the leptons has to be larger than @@ -1111,22 +1298,25 @@ namespace mumutau { * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_leptau, const float &mindeltaR_leplep) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, + const float &mindeltaR_leplep) { Logger::get("mumutau::TripleSelection") ->debug("Setting up MuMuTau Triple building"); - auto df1 = df.Define( - triplename, - whtautau_tripleselection::two_flavor::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_leplep), - input_vector); + auto df1 = + df.Define(triplename, + whtautau_tripleselection::two_flavor::TripleSelectionAlgo( + mindeltaR_leptau, mindeltaR_leplep), + input_vector); return df1; } } // end namespace mumutau namespace mumuele { /** - * @brief Function used to select a triple from mumu+jets events to estimate the jet to ele fakerate. + * @brief Function used to select a triple from mumu+jets events to estimate the + jet to ele fakerate. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1138,31 +1328,32 @@ namespace mumuele { - ele_mask containing the flags whether the ele is a good tau or not - muon_mask containing the flags whether the muons are a good muons or not * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than - * this value - * @param mindeltaR_leplep the seperation between the leptons has to be larger - than - * this value + * @param mindeltaR_lep1lep1 the seperation between each lepton1 has to be + * larger than this value + * @param mindeltaR_lep1lep2 the seperation between the leptons has to be larger + * than this value * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_lep1lep1, + const float &mindeltaR_lep1lep2) { Logger::get("mumuele::TripleSelection") ->debug("Setting up MuMuEle Triple building"); - auto df1 = df.Define( - triplename, - whtautau_tripleselection::lep1lep1_lep2::TripleSelectionAlgo(mindeltaR_lep1lep1, mindeltaR_lep1lep2), - input_vector); + auto df1 = + df.Define(triplename, + whtautau_tripleselection::lep1lep1_lep2::TripleSelectionAlgo( + mindeltaR_lep1lep1, mindeltaR_lep1lep2), + input_vector); return df1; } } // end namespace mumuele namespace eleelemu { /** - * @brief Function used to select a triple from eleele+jets events to estimate the jet to mu fakerate. + * @brief Function used to select a triple from eleele+jets events to estimate + the jet to mu fakerate. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1174,31 +1365,32 @@ namespace eleelemu { - ele_mask containing the flags whether the ele is a good tau or not - muon_mask containing the flags whether the muons are a good muons or not * @param triplename name of the new column containing the triple index - * @param mindeltaR_lep1lep1 the seperation between each lepton1 has to be larger - than - * this value + * @param mindeltaR_lep1lep1 the seperation between each lepton1 has to be + * larger than this value * @param mindeltaR_lep1lep2 the seperation between the leptons has to be larger - than - * this value + * than this value * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_lep1lep1, const float &mindeltaR_lep1lep2) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_lep1lep1, + const float &mindeltaR_lep1lep2) { Logger::get("eleelemu::TripleSelection") ->debug("Setting up EleEleMu Triple building"); - auto df1 = df.Define( - triplename, - whtautau_tripleselection::lep1lep1_lep2::TripleSelectionAlgo(mindeltaR_lep1lep1, mindeltaR_lep1lep2), - input_vector); + auto df1 = + df.Define(triplename, + whtautau_tripleselection::lep1lep1_lep2::TripleSelectionAlgo( + mindeltaR_lep1lep1, mindeltaR_lep1lep2), + input_vector); return df1; } } // end namespace eleelemu namespace mu_tautau { /** - * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + * @brief Function used to select the lepton triple from the W boson and the + Higgs boson decay. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1214,31 +1406,32 @@ namespace mu_tautau { - tau_mask containing the flags whether the tau is a good tau or not - muon_mask containing the flags whether the muons are a good muons or not * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than - * this value - * @param mindeltaR_leplep the seperation between the leptons has to be larger - than - * this value + * @param mindeltaR_leptau the seperation between each lepton and the tau has to + * larger than this value + * @param mindeltaR_tautau the seperation between the leptons has to be + * larger than this value * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_leptau, const float &mindeltaR_tautau) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, + const float &mindeltaR_tautau) { Logger::get("mu_tautau::TripleSelection") ->debug("Setting up mu_TauTau Triple building"); - auto df1 = df.Define( - triplename, - whtautau_tripleselection::lep_tautau::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_tautau), - input_vector); + auto df1 = + df.Define(triplename, + whtautau_tripleselection::lep_tautau::TripleSelectionAlgo( + mindeltaR_leptau, mindeltaR_tautau), + input_vector); return df1; } -} // end namespace mutautau +} // namespace mu_tautau namespace ele_tautau { /** - * @brief Function used to select the lepton triple from the W boson and the Higgs boson decay. + * @brief Function used to select the lepton triple from the W boson and the + Higgs boson decay. * * @param df the input dataframe * @param input_vector vector of strings containing the columns needed for the @@ -1254,26 +1447,26 @@ namespace ele_tautau { - tau_mask containing the flags whether the tau is a good tau or not - muon_mask containing the flags whether the muons are a good muons or not * @param triplename name of the new column containing the triple index - * @param mindeltaR_leptau the seperation between each lepton and the tau has to be larger - than - * this value - * @param mindeltaR_leplep the seperation between the leptons has to be larger - than - * this value + * @param mindeltaR_leptau the seperation between each lepton and the tau has to + * larger than this value + * @param mindeltaR_tautau the seperation between the leptons has to be + * larger than this value * @return a new dataframe with the triple index column added */ ROOT::RDF::RNode TripleSelection(ROOT::RDF::RNode df, - const std::vector &input_vector, - const std::string &triplename, - const float &mindeltaR_leptau, const float &mindeltaR_tautau) { + const std::vector &input_vector, + const std::string &triplename, + const float &mindeltaR_leptau, + const float &mindeltaR_tautau) { Logger::get("ele_tautau::TripleSelection") ->debug("Setting up ele_TauTau Triple building"); - auto df1 = df.Define( - triplename, - whtautau_tripleselection::lep_tautau::TripleSelectionAlgo(mindeltaR_leptau, mindeltaR_tautau), - input_vector); + auto df1 = + df.Define(triplename, + whtautau_tripleselection::lep_tautau::TripleSelectionAlgo( + mindeltaR_leptau, mindeltaR_tautau), + input_vector); return df1; } -} // end namespace eletautau -}// end namespace whtautau_tripleselection +} // namespace ele_tautau +} // end namespace whtautau_tripleselection #endif /* GUARD_TRIPLESELECTION_H */ \ No newline at end of file From 1a256a17baea634dd72ca72758ae7a14b48be8f9 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 19 Jun 2023 17:17:39 +0200 Subject: [PATCH 140/284] add topreco and tripleselection to online docs --- docs/sphinx_source/namespaces.rst | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/docs/sphinx_source/namespaces.rst b/docs/sphinx_source/namespaces.rst index 87d3287e..9f95fa7d 100644 --- a/docs/sphinx_source/namespaces.rst +++ b/docs/sphinx_source/namespaces.rst @@ -74,5 +74,18 @@ Vectoroperations .. doxygennamespace:: vectoroperations :members: +TopReco +*************** +.. doxygennamespace:: topreco + :members: + + +TripleSelection +*************** +.. doxygennamespace:: whtautau_tripleselection + :members: + +""" + From 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      Y%p18`CWZ1HdN>_d}k%N zai|DTH0@^0Gz*kJ9%6fc`+3OD7UK{wO*sBJK=f@<^Szrv!6lUt&2+A_{~=!iMuYOy z;tEsQLki6PW|Gw{XSY^mU+DLUUN# zX-OY|j=ljR>7Ze+Mb|)n6n!`^BDRz@&o==I`I*NX#N86S7_8#zRi}#77g_h(G3%A( zIlg}JaneBQ&3;tfwdC8BBJ@Iv^Hj5GqV>3{OPmObL}Zm_Bp`Qm$wQ+sNRNkZ)kvpy zHGT`(sEh0==Dy91s-IOB$?k3xgp`bYmNAs@?`T;I=xXMf1=+8UlB5*oMOM4kPsAbf z;nQ=gIST}?fJh}~w$n0}(PHW?_}yJVte^Gis!}^{iz{Cpehp?aK>o=v2^+7baJEVy z)g=QjCD}~XST92D(h%FAi}<2iJXVR183YwE&X( z5QeANv^ctvOrhh_%#uM;w9-E>!$)^ikuRGRtk97bRnL+x8_7Ms&&sZ%(N0kz#W7k+ z!NLNa9%w5 z9}3rtXt5Sb+0?$8#mgyW>#;h7tUoFd&D;6&FqNQ9(To z)KmTek@o^04cPA-DG~P!t2@VX8dpw}=i8gE=VD89yZcR{uHW5!uxEA-+F?Z6GsibR z0T;1OQRz}7e`*u?cgRV0{d^+^@p|fdnP$C{zbV{rPSi^NUctQWc;NbUl(Zgp3k0G* zzK36l+tUEKT6A2|fvS_YX%pY^^fm7fW5+;o4as9bbZ%T4>)ee^9`q;WqwE~sH&0&WhC|FI`l(ICCC5Nzu9 zaa^19bsV=-lM0C7Q6SM1#*B7q>FizB;N);x43{GTlQ=`AUaOHz7l7WTiua zDZaMCtp$E5enYLH1fErSya4NjyfTV(zyjHF#drHW`M%QvP|ek`y$VGQqwVU3o<;xQ zM7zjj;QL`+>llWg6#ez{Vii+ADRwmVG@Qfu9(^56)%+cSd;_}H7Y#Px+fL&rA@6H7 zFQ>Beo0H&UBY<^Hb{QX;);0CA)&jD6sUxC(L$~gB7`7z9nnm!4+9SI2V{b*-sHG9W z)+yQl)v6}D`(8Nck}~LgN@^?jvHBIb_d3=69RGUT{TlfiX}$ki{!;tI^Li0<{q5EF r{debug("Setting up function for di-tau trigger sf"); + Logger::get("ditau_trigger") + ->debug("correction type {}, file {}", corrtype, sf_file); + // tauTriggerSF is the only correction set in the file for now, might change with official sf release -> change into additional input parameter + auto evaluator = + correction::CorrectionSet::from_file(sf_file)->at("tauTriggerSF"); + Logger::get("ditau_trigger")->debug("WP {} - trigger type {}", wp, type); + auto trigger_sf_calculator = [evaluator, wp, type, corrtype, syst]( + const float &pt, const int &decaymode) { + float sf = 1.; + Logger::get("ditau_trigger") + ->debug("decaymode {}, pt {}", decaymode, pt); + if (pt > 0) { + if (decaymode==0 || decaymode==1 || decaymode==10 || decaymode==11) { + sf = evaluator->evaluate({pt, decaymode, type, wp, corrtype, syst}); + } + else { + sf = evaluator->evaluate({pt, -1, type, wp, corrtype, syst}); + } + } + Logger::get("ditau_trigger")->debug("Scale Factor {}", sf); + return sf; + }; + auto df1 = df.Define(output, trigger_sf_calculator, {pt, decaymode}); + return df1; +} } // namespace embedding } // namespace scalefactor #endif /* GUARD_SCALEFACTORS_H */ \ No newline at end of file From 159e717cf3fa6d78b30fa3f035c6f43507cda32a Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 21 Jun 2023 13:57:38 +0200 Subject: [PATCH 142/284] some additional remarks --- docs/CMakeLists.txt | 4 ++-- docs/sphinx_source/conf.py | 4 ++-- docs/sphinx_source/kingmaker.rst | 15 +++++++++++---- 3 files changed, 15 insertions(+), 8 deletions(-) diff --git a/docs/CMakeLists.txt b/docs/CMakeLists.txt index 736646e0..618d6401 100644 --- a/docs/CMakeLists.txt +++ b/docs/CMakeLists.txt @@ -35,8 +35,8 @@ function(find_python_package PYPINAME NAME MIN_VERSION) message(STATUS "Found Python package ${PYPINAME} (require ${MIN_VERSION}, found ${PACKAGE_VERSION})") endfunction() -find_python_package(breathe breathe 4.31) -find_python_package(sphinx_rtd_theme sphinx_rtd_theme 0.5) +find_python_package(breathe breathe 4.35) +find_python_package(sphinx_rtd_theme sphinx_rtd_theme 1.2) # adapted from https://devblogs.microsoft.com/cppblog/clear-functional-c-documentation-with-sphinx-breathe-doxygen-cmake/ diff --git a/docs/sphinx_source/conf.py b/docs/sphinx_source/conf.py index 785781d1..c8181b41 100644 --- a/docs/sphinx_source/conf.py +++ b/docs/sphinx_source/conf.py @@ -47,11 +47,11 @@ def configureDoxyfile(input_dir, output_dir): # -- Project information ----------------------------------------------------- project = "CROWN" -copyright = "2021, Sebastian Brommer, Maximilian Burkart, Artur Gottmann, Sebastian Wozniewski, Stefan Wunsch" +copyright = "2023, Sebastian Brommer, Maximilian Burkart, Artur Gottmann, Sebastian Wozniewski, Stefan Wunsch" author = "Sebastian Brommer, Maximilian Burkart, Artur Gottmann, Sebastian Wozniewski, Stefan Wunsch" # The full version, including alpha/beta/rc tags -release = "0.1" +release = "0.2" # -- General configuration --------------------------------------------------- diff --git a/docs/sphinx_source/kingmaker.rst b/docs/sphinx_source/kingmaker.rst index feeea383..45d2f1d7 100644 --- a/docs/sphinx_source/kingmaker.rst +++ b/docs/sphinx_source/kingmaker.rst @@ -123,17 +123,20 @@ The different options are: - ``--scopes``: The scopes to be used, provided as a comma separated list. - ``--shifts``: The shifts to be used, provided as a comma separated list. If no shifts are provided, no shifts are applied. If ``All`` is provided, all shifts are applied, if ``None`` is provided, no shifts are applied. +.. warning:: + It can happen, that the law processes gets stuck after building the tarball, when trying to upload it to the dCache when using more than 1 worker. The task will be stuck indefinetly. To avoid this, the user must cancel the running law command using ``Ctrl+C``. Afterwards, the task can be restarted using the same command. The task will then continue with the upload of the tarball. The reason for this behaviour is unknown. + + Additionally, the following options can be useful: + - ``--print-status -1``: Print the status of the tasks. If ``-1`` is provided, the status of every task is printed. -- ``--remove-output -1``: Remove the output files. This option is useful if the production failed and the output files should be removed. -This will trigger an interative CLI, where only parts of the production can be removed as well. +- ``--remove-output -1``: Remove the output files. This option is useful if the production failed and the output files should be removed. This will trigger an interative CLI, where only parts of the production can be removed as well. +- ``--CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes, of if the batch system is currenty not available. However, be aware, that this option should only run with a limited amount of workers and samples, since it is very easy to overload the local machine. .. warning:: When using the dCache as Ntuple storage, the remove option should be used with care. Since the dCache caches files without checking, if the file content changed, overwriting files can lead to errors, were the old file is still cached. The saver option is to remove the old files and store the new files using a seperate ``production-tag``. - - Production of friend trees ~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -148,6 +151,10 @@ Some additional options are required: - ``--friend-config``: The friend config file to be used. The friend config file contains the information about the friend trees to be produced. The friend config file is located in the ``CROWN/analysis_configurations//config`` folder. - ``--friend-name``: The name of the friend tree to be produced. The name has to match the name in the friend config file. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. +To perform the generation of friend trees locally, use + +- ``--CROWNFriends-workflow local --CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes, of if the batch system is currenty not available. However, be aware, that this option should only run with a limited amount of workers and samples, since it is very easy to overload the local machine. + KingMaker Configuration From fad44f98be3fe544f26e38488cacf0495a11ebfa Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Wed, 21 Jun 2023 14:15:35 +0200 Subject: [PATCH 143/284] clang-format --- include/scalefactors.hxx | 7 ++++--- src/scalefactors.cxx | 36 +++++++++++++++++++++--------------- 2 files changed, 25 insertions(+), 18 deletions(-) diff --git a/include/scalefactors.hxx b/include/scalefactors.hxx index dda7f9b9..cbe8ec9d 100644 --- a/include/scalefactors.hxx +++ b/include/scalefactors.hxx @@ -127,9 +127,10 @@ ROOT::RDF::RNode electron_sf(ROOT::RDF::RNode df, const std::string &pt, const float &extrapolation_factor = 1.0); ROOT::RDF::RNode ditau_trigger_sf(ROOT::RDF::RNode df, const std::string &pt, - const std::string &decaymode, const std::string &output, const std::string &wp, - const std::string &sf_file, const std::string &type, - const std::string &corrtype, const std::string &syst); + const std::string &decaymode, const std::string &output, + const std::string &wp, const std::string &sf_file, + const std::string &type, const std::string &corrtype, + const std::string &syst); } // namespace embedding } // namespace scalefactor #endif /* GUARD_SCALEFACTORS_H */ \ No newline at end of file diff --git a/src/scalefactors.cxx b/src/scalefactors.cxx index 3206aa62..a3bc650e 100644 --- a/src/scalefactors.cxx +++ b/src/scalefactors.cxx @@ -1117,7 +1117,8 @@ ROOT::RDF::RNode electron_sf(ROOT::RDF::RNode df, const std::string &pt, return df1; } /** - * @brief Function to evaluate the di-tau trigger or etau/mutau cross trigger scale factor for embedded events from a xpog file + * @brief Function to evaluate the di-tau trigger or etau/mutau cross trigger + * scale factor for embedded events from a xpog file * * @param df the input dataframe * @param pt the name of the column containing the tau pt variable @@ -1126,36 +1127,41 @@ ROOT::RDF::RNode electron_sf(ROOT::RDF::RNode df, const std::string &pt, * @param output name of the scale factor column * @param wp the name of the the tau id working point VVVLoose-VVTight * @param sf_file path to the file with the tau trigger scale factors - * @param type the type of the tau trigger, available are "ditau", "etau", "mutau", "ditauvbf" - * @param corrtype name of the tau trigger correction type, available are "eff_data", "eff_mc", "sf" + * @param type the type of the tau trigger, available are "ditau", "etau", + * "mutau", "ditauvbf" + * @param corrtype name of the tau trigger correction type, available are + * "eff_data", "eff_mc", "sf" * @param syst name of the systematic variation, options are "nom", "up", "down" * @return ROOT::RDF::RNode a new dataframe containing the new sf column */ ROOT::RDF::RNode -ditau_trigger_sf(ROOT::RDF::RNode df, const std::string &pt, - const std::string &decaymode, const std::string &output, const std::string &wp, - const std::string &sf_file, const std::string &type, - const std::string &corrtype, const std::string &syst) { +ditau_trigger_sf(ROOT::RDF::RNode df, const std::string &pt, + const std::string &decaymode, const std::string &output, + const std::string &wp, const std::string &sf_file, + const std::string &type, const std::string &corrtype, + const std::string &syst) { Logger::get("ditau_trigger") ->debug("Setting up function for di-tau trigger sf"); Logger::get("ditau_trigger") ->debug("correction type {}, file {}", corrtype, sf_file); - // tauTriggerSF is the only correction set in the file for now, might change with official sf release -> change into additional input parameter + // tauTriggerSF is the only correction set in the file for now, might change + // with official sf release -> change into additional input parameter auto evaluator = - correction::CorrectionSet::from_file(sf_file)->at("tauTriggerSF"); + correction::CorrectionSet::from_file(sf_file)->at("tauTriggerSF"); Logger::get("ditau_trigger")->debug("WP {} - trigger type {}", wp, type); - auto trigger_sf_calculator = [evaluator, wp, type, corrtype, syst]( - const float &pt, const int &decaymode) { + auto trigger_sf_calculator = [evaluator, wp, type, corrtype, + syst](const float &pt, const int &decaymode) { float sf = 1.; Logger::get("ditau_trigger") ->debug("decaymode {}, pt {}", decaymode, pt); if (pt > 0) { - if (decaymode==0 || decaymode==1 || decaymode==10 || decaymode==11) { - sf = evaluator->evaluate({pt, decaymode, type, wp, corrtype, syst}); - } - else { + if (decaymode == 0 || decaymode == 1 || decaymode == 10 || + decaymode == 11) { + sf = evaluator->evaluate( + {pt, decaymode, type, wp, corrtype, syst}); + } else { sf = evaluator->evaluate({pt, -1, type, wp, corrtype, syst}); } } From ba3719017fc1c19c0ce7d4f5a2173b3b124cd3b4 Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Wed, 21 Jun 2023 14:29:09 +0200 Subject: [PATCH 144/284] implementation of fake factors for full hadronic channel 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const std::string &ff_file); +ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &tau_pt, const std::string &njets, const std::string &lep_mt, const std::string &nbtags, @@ -18,6 +24,13 @@ fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &ff_file, const std::string &ff_corr_file); ROOT::RDF::RNode +fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, + const int &tau_idx, const std::string &tau_pt_1, + const std::string &tau_pt_2, const std::string &njets, + const std::string &m_vis, const std::string &variation, + const std::string &ff_file, + const std::string &ff_corr_file); +ROOT::RDF::RNode raw_fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &tau_pt, const std::string &njets, const std::string &lep_mt, const std::string &delta_r, diff --git a/src/fakefactors.cxx b/src/fakefactors.cxx index b3a38093..369af1a1 100644 --- a/src/fakefactors.cxx +++ b/src/fakefactors.cxx @@ -8,7 +8,7 @@ namespace fakefactors { /// Function to calculate raw fake factors without corrections with -/// correctionlib +/// correctionlib for the semileptonic channels /// /// \param df the dataframe to add the quantity to /// \param outputname name of the output column for the fake factor @@ -79,8 +79,71 @@ raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, {tau_pt, njets, lep_mt, nbtags}); return df1; } +/// Function to calculate raw fake factors without corrections with +/// correctionlib for the full hadronic channel +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the output column for the fake factor +/// \param tau_idx index of the tau, leading/subleading +/// \param tau_pt_1 pt of the leading hadronic tau in the tau pair +/// \param tau_pt_2 pt of the subleading hadronic tau in the tau pair +/// \param njets number of good jets in the event +/// \param variation name of the uncertainty variation or nominal +/// \param ff_file correctionlib json file with the fake factors +/// +/// \returns a dataframe with the fake factors +ROOT::RDF::RNode +raw_fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, + const int &tau_idx, const std::string &tau_pt_1, + const std::string &tau_pt_2, const std::string &njets, + const std::string &variation, + const std::string &ff_file) { + + Logger::get("RawFakeFactor") + ->debug("Setting up functions for raw fake factor (without " + "corrections) evaluation with correctionlib"); + Logger::get("RawFakeFactor")->debug("Variation - Name {}", variation); + + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + + auto qcd_subleading = correction::CorrectionSet::from_file(ff_file)->at( + "QCD_subleading_fake_factors"); -/// Function to calculate fake factors with correctionlib + auto calc_fake_factor = [tau_idx, variation, qcd, qcd_subleading]( + const float &pt_1, const float &pt_2, + const int &njets) { + float ff = -1.; + if (pt_2 >= 0.) { + Logger::get("RawFakeFactor") + ->debug("Leading Tau pt - value {}", pt_1); + Logger::get("RawFakeFactor") + ->debug("Subleading Tau pt - value {}", pt_2); + Logger::get("RawFakeFactor")->debug("N jets - value {}", njets); + + float qcd_ff = -1.; + if (tau_idx == 0) { + float qcd_ff = qcd->evaluate({pt_1, (float)njets, variation}); + Logger::get("RawFakeFactor")->debug("QCD - value {}", qcd_ff); + ff = qcd_ff; + } else if (tau_idx == 1) { + float qcd_ff = + qcd_subleading->evaluate({pt_2, (float)njets, variation}); + Logger::get("RawFakeFactor")->debug("QCD - value {}", qcd_ff); + ff = qcd_ff; + } + } + + Logger::get("RawFakeFactor")->debug("Event Fake Factor {}", ff); + return ff; + }; + auto df1 = + df.Define(outputname, calc_fake_factor, {tau_pt_1, tau_pt_2, njets}); + return df1; +} + +/// Function to calculate fake factors with correctionlib for the semileptonic +/// channels /// /// \param df the dataframe to add the quantity to /// \param outputname name of the output column for the fake factor @@ -208,6 +271,124 @@ fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso, m_vis}); return df1; } +/// Function to calculate fake factors with correctionlib for the full hadronic +/// channel +/// +/// \param df the dataframe to add the quantity to +/// \param outputname name of the output column for the fake factor +/// \param tau_idx index of the tau, leading/subleading +/// \param tau_pt_1 pt of the leading hadronic tau in the tau pair +/// \param tau_pt_2 pt of the subleading hadronic tau in the tau pair +/// \param njets number of good jets in the event +/// \param m_vis visible mass of the tau pair +/// \param variation name of the uncertainty variation or nominal +/// \param ff_file correctionlib json file with the fake factors +/// \param ff_corr_file correctionlib json file with corrections for the fake +/// factors +/// +/// \returns a dataframe with the fake factors +ROOT::RDF::RNode +fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, + const int &tau_idx, const std::string &tau_pt_1, + const std::string &tau_pt_2, const std::string &njets, + const std::string &m_vis, const std::string &variation, + const std::string &ff_file, + const std::string &ff_corr_file) { + + Logger::get("FakeFactor") + ->debug("Setting up functions for fake factor evaluation with " + "correctionlib"); + Logger::get("FakeFactor")->debug("Variation - Name {}", variation); + + auto qcd = + correction::CorrectionSet::from_file(ff_file)->at("QCD_fake_factors"); + + auto qcd_tau_pt_closure = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_subleading_lep_pt_correction"); + auto qcd_m_vis_closure = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_non_closure_m_vis_correction"); + auto qcd_DR_SR = correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_DR_SR_correction"); + + auto qcd_subleading = correction::CorrectionSet::from_file(ff_file)->at( + "QCD_subleading_fake_factors"); + + auto qcd_tau_pt_closure_subleading = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_subleading_non_closure_leading_lep_pt_correction"); + auto qcd_m_vis_closure_subleading = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_subleading_non_closure_m_vis_correction"); + auto qcd_DR_SR_subleading = + correction::CorrectionSet::from_file(ff_corr_file) + ->at("QCD_subleading_DR_SR_correction"); + + auto calc_fake_factor = [tau_idx, variation, qcd, qcd_tau_pt_closure, + qcd_m_vis_closure, qcd_DR_SR, qcd_subleading, + qcd_tau_pt_closure_subleading, + qcd_m_vis_closure_subleading, + qcd_DR_SR_subleading]( + const float &pt_1, const float &pt_2, + const int &njets, const float &m_vis) { + float ff = -1.; + if (pt_2 >= 0.) { + Logger::get("FakeFactor")->debug("Leading Tau pt - value {}", pt_1); + Logger::get("FakeFactor") + ->debug("Subleading Tau pt - value {}", pt_2); + Logger::get("FakeFactor")->debug("m_vis - value {}", m_vis); + Logger::get("FakeFactor")->debug("N jets - value {}", njets); + + float qcd_ff = -1.; + float qcd_tau_pt_corr = -1.; + float qcd_m_vis_corr = -1.; + float qcd_DR_SR_corr = -1.; + if (tau_idx == 0) { + float qcd_ff = qcd->evaluate({pt_1, (float)njets, variation}); + Logger::get("FakeFactor")->debug("QCD - value {}", qcd_ff); + float qcd_tau_pt_corr = + qcd_tau_pt_closure->evaluate({pt_2, variation}); + Logger::get("FakeFactor") + ->debug("QCD - lep pt correction {}", qcd_tau_pt_corr); + float qcd_m_vis_corr = + qcd_m_vis_closure->evaluate({m_vis, variation}); + Logger::get("FakeFactor") + ->debug("QCD - visible mass correction {}", qcd_m_vis_corr); + float qcd_DR_SR_corr = qcd_DR_SR->evaluate({m_vis, variation}); + Logger::get("FakeFactor") + ->debug("QCD - DR to SR correction {}", qcd_DR_SR_corr); + ff = qcd_ff * qcd_tau_pt_corr * qcd_m_vis_corr * qcd_DR_SR_corr; + } else if (tau_idx == 1) { + float qcd_ff = + qcd_subleading->evaluate({pt_2, (float)njets, variation}); + Logger::get("FakeFactor") + ->debug("QCD(subleading) - value {}", qcd_ff); + float qcd_tau_pt_corr = + qcd_tau_pt_closure_subleading->evaluate({pt_1, variation}); + Logger::get("FakeFactor") + ->debug("QCD(subleading) - lep pt correction {}", + qcd_tau_pt_corr); + float qcd_m_vis_corr = + qcd_m_vis_closure_subleading->evaluate({m_vis, variation}); + Logger::get("FakeFactor") + ->debug("QCD(subleading) - visible mass correction {}", + qcd_m_vis_corr); + float qcd_DR_SR_corr = + qcd_DR_SR_subleading->evaluate({m_vis, variation}); + Logger::get("FakeFactor") + ->debug("QCD(subleading) - DR to SR correction {}", + qcd_DR_SR_corr); + ff = qcd_ff * qcd_tau_pt_corr * qcd_m_vis_corr * qcd_DR_SR_corr; + } + } + + Logger::get("FakeFactor")->debug("Event Fake Factor {}", ff); + return ff; + }; + auto df1 = df.Define(outputname, calc_fake_factor, + {tau_pt_1, tau_pt_2, njets, m_vis}); + return df1; +} /// Function to calculate raw fake factors without corrections with /// correctionlib. In difference to the NMSSM version, njets is used for the From 55235bf18fff7cc8f72d8a58c7a974f3e14bcda1 Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Thu, 22 Jun 2023 13:02:58 +0200 Subject: [PATCH 145/284] change to @param --- src/fakefactors.cxx | 196 ++++++++++++++++++++++---------------------- 1 file changed, 98 insertions(+), 98 deletions(-) diff --git a/src/fakefactors.cxx b/src/fakefactors.cxx index 369af1a1..fd0b262b 100644 --- a/src/fakefactors.cxx +++ b/src/fakefactors.cxx @@ -6,20 +6,20 @@ #include "correction.h" namespace fakefactors { - -/// Function to calculate raw fake factors without corrections with -/// correctionlib for the semileptonic channels -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the output column for the fake factor -/// \param tau_pt pt of the hadronic tau in the tau pair -/// \param njets number of good jets in the event -/// \param lep_mt transverse mass of the leptonic tau in the tau pair -/// \param nbtags number of good b-tagged jets in the event -/// \param variation name of the uncertainty variation or nominal -/// \param ff_file correctionlib json file with the fake factors -/// -/// \returns a dataframe with the fake factors +/** + * @brief Function to calculate raw fake factors without corrections with + * correctionlib for the semileptonic channels + * + * @param df the input dataframe + * @param outputname name of the output column for the fake factor + * @param tau_pt pt of the hadronic tau in the tau pair + * @param njets number of good jets in the event + * @param lep_mt transverse mass of the leptonic tau in the tau pair + * @param nbtags number of good b-tagged jets in the event + * @param variation name of the uncertainty variation or nominal + * @param ff_file correctionlib json file with the fake factors + * @returns a dataframe with the fake factors + */ ROOT::RDF::RNode raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &tau_pt, const std::string &njets, @@ -79,19 +79,20 @@ raw_fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, {tau_pt, njets, lep_mt, nbtags}); return df1; } -/// Function to calculate raw fake factors without corrections with -/// correctionlib for the full hadronic channel -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the output column for the fake factor -/// \param tau_idx index of the tau, leading/subleading -/// \param tau_pt_1 pt of the leading hadronic tau in the tau pair -/// \param tau_pt_2 pt of the subleading hadronic tau in the tau pair -/// \param njets number of good jets in the event -/// \param variation name of the uncertainty variation or nominal -/// \param ff_file correctionlib json file with the fake factors -/// -/// \returns a dataframe with the fake factors +/** + * @brief Function to calculate raw fake factors without corrections with + * correctionlib for the full hadronic channel + * + * @param df the input dataframe + * @param outputname name of the output column for the fake factor + * @param tau_idx index of the tau, leading/subleading + * @param tau_pt_1 pt of the leading hadronic tau in the tau pair + * @param tau_pt_2 pt of the subleading hadronic tau in the tau pair + * @param njets number of good jets in the event + * @param variation name of the uncertainty variation or nominal + * @param ff_file correctionlib json file with the fake factors + * @returns a dataframe with the fake factors + */ ROOT::RDF::RNode raw_fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, const int &tau_idx, const std::string &tau_pt_1, @@ -141,25 +142,25 @@ raw_fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, df.Define(outputname, calc_fake_factor, {tau_pt_1, tau_pt_2, njets}); return df1; } - -/// Function to calculate fake factors with correctionlib for the semileptonic -/// channels -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the output column for the fake factor -/// \param tau_pt pt of the hadronic tau in the tau pair -/// \param njets number of good jets in the event -/// \param lep_mt transverse mass of the leptonic tau in the tau pair -/// \param nbtags number of good b-tagged jets in the event -/// \param lep_pt pt of the leptonic tau in the tau pair -/// \param lep_iso isolation of the leptonic tau in the tau pair -/// \param m_vis visible mass of the tau pair -/// \param variation name of the uncertainty variation or nominal -/// \param ff_file correctionlib json file with the fake factors -/// \param ff_corr_file correctionlib json file with corrections for the fake -/// factors -/// -/// \returns a dataframe with the fake factors +/** + * @brief Function to calculate fake factors with correctionlib for the + * semileptonic channels + * + * @param df the input dataframe + * @param outputname name of the output column for the fake factor + * @param tau_pt pt of the hadronic tau in the tau pair + * @param njets number of good jets in the event + * @param lep_mt transverse mass of the leptonic tau in the tau pair + * @param nbtags number of good b-tagged jets in the event + * @param lep_pt pt of the leptonic tau in the tau pair + * @param lep_iso isolation of the leptonic tau in the tau pair + * @param m_vis visible mass of the tau pair + * @param variation name of the uncertainty variation or nominal + * @param ff_file correctionlib json file with the fake factors + * @param ff_corr_file correctionlib json file with corrections for the fake + * factors + * @returns a dataframe with the fake factors + */ ROOT::RDF::RNode fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &tau_pt, const std::string &njets, @@ -271,22 +272,23 @@ fakefactor_nmssm_lt(ROOT::RDF::RNode df, const std::string &outputname, {tau_pt, njets, lep_mt, nbtags, lep_pt, lep_iso, m_vis}); return df1; } -/// Function to calculate fake factors with correctionlib for the full hadronic -/// channel -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the output column for the fake factor -/// \param tau_idx index of the tau, leading/subleading -/// \param tau_pt_1 pt of the leading hadronic tau in the tau pair -/// \param tau_pt_2 pt of the subleading hadronic tau in the tau pair -/// \param njets number of good jets in the event -/// \param m_vis visible mass of the tau pair -/// \param variation name of the uncertainty variation or nominal -/// \param ff_file correctionlib json file with the fake factors -/// \param ff_corr_file correctionlib json file with corrections for the fake -/// factors -/// -/// \returns a dataframe with the fake factors +/** + * @brief Function to calculate fake factors with correctionlib for the full + * hadronic channel + * + * @param df the input dataframe + * @param outputname name of the output column for the fake factor + * @param tau_idx index of the tau, leading/subleading + * @param tau_pt_1 pt of the leading hadronic tau in the tau pair + * @param tau_pt_2 pt of the subleading hadronic tau in the tau pair + * @param njets number of good jets in the event + * @param m_vis visible mass of the tau pair + * @param variation name of the uncertainty variation or nominal + * @param ff_file correctionlib json file with the fake factors + * @param ff_corr_file correctionlib json file with corrections for the fake + * factors + * @returns a dataframe with the fake factors + */ ROOT::RDF::RNode fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, const int &tau_idx, const std::string &tau_pt_1, @@ -389,21 +391,21 @@ fakefactor_nmssm_tt(ROOT::RDF::RNode df, const std::string &outputname, {tau_pt_1, tau_pt_2, njets, m_vis}); return df1; } - -/// Function to calculate raw fake factors without corrections with -/// correctionlib. In difference to the NMSSM version, njets is used for the -/// fraction binning, and an additional split in deltaR is applied for wjets. -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the output column for the fake factor -/// \param tau_pt pt of the hadronic tau in the tau pair -/// \param njets number of good jets in the event -/// \param lep_mt transverse mass of the leptonic tau in the tau pair -/// \param delta_r delta R between the two taus -/// \param variation name of the uncertainty variation or nominal -/// \param ff_file correctionlib json file with the fake factors -/// -/// \returns a dataframe with the fake factors +/** + * @brief Function to calculate raw fake factors without corrections with + * correctionlib. In difference to the NMSSM version, njets is used for the + * fraction binning, and an additional split in deltaR is applied for wjets. + * + * @param df the input dataframe + * @param outputname name of the output column for the fake factor + * @param tau_pt pt of the hadronic tau in the tau pair + * @param njets number of good jets in the event + * @param lep_mt transverse mass of the leptonic tau in the tau pair + * @param delta_r delta R between the two taus + * @param variation name of the uncertainty variation or nominal + * @param ff_file correctionlib json file with the fake factors + * @returns a dataframe with the fake factors + */ ROOT::RDF::RNode raw_fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &tau_pt, const std::string &njets, @@ -466,27 +468,25 @@ raw_fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, {tau_pt, njets, lep_mt, delta_r}); return df1; } - -/// Function to calculate fake factors with correctionlib. -/// In difference to the NMSSM version, njets is used for the -/// fraction binning, and an additional split in deltaR is -/// applied for wjets. -/// -/// \param df the dataframe to add the quantity to -/// \param outputname name of the output column for the fake factor -/// \param tau_pt pt of the hadronic tau in the tau pair -/// \param njets number of good jets in the event -/// \param lep_mt transverse mass of the leptonic tau in the tau pair -/// \param lep_pt pt of the leptonic tau in the tau pair -/// \param lep_iso isolation of the leptonic tau in the tau pair -/// \param m_vis visible mass of the tau pair -/// \param delta_r distance in eta-phi between the two taus -/// \param variation name of the uncertainty variation or nominal -/// \param ff_file correctionlib json file with the fake factors -/// \param ff_corr_file correctionlib json file with corrections for the fake -/// factors -/// -/// \returns a dataframe with the fake factors +/** + * @brief Function to calculate fake factors with correctionlib. In difference + * to the NMSSM version, njets is used for the fraction binning, and an + * additional split in deltaR is applied for wjets. + * @param df the input dataframe + * @param outputname name of the output column for the fake factor + * @param tau_pt pt of the hadronic tau in the tau pair + * @param njets number of good jets in the event + * @param lep_mt transverse mass of the leptonic tau in the tau pair + * @param lep_pt pt of the leptonic tau in the tau pair + * @param lep_iso isolation of the leptonic tau in the tau pair + * @param m_vis visible mass of the tau pair + * @param delta_r distance in eta-phi between the two taus + * @param variation name of the uncertainty variation or nominal + * @param ff_file correctionlib json file with the fake factors + * @param ff_corr_file correctionlib json file with corrections for the fake + * factors + * @returns a dataframe with the fake factors + */ ROOT::RDF::RNode fakefactor_sm_lt(ROOT::RDF::RNode df, const std::string &outputname, const std::string &tau_pt, const std::string &njets, From 8fd8fff6de27c6f515fca9554d3fe67d623df6c3 Mon Sep 17 00:00:00 2001 From: ralfschmieder Date: Thu, 27 Jul 2023 09:03:08 +0200 Subject: [PATCH 146/284] bugfix --- include/quantities.hxx | 3 +++ 1 file changed, 3 insertions(+) diff --git a/include/quantities.hxx b/include/quantities.hxx index 8dda7e78..baeedb1e 100644 --- a/include/quantities.hxx +++ b/include/quantities.hxx @@ -116,6 +116,9 @@ ROOT::RDF::RNode id(ROOT::RDF::RNode df, const std::string &outputname, ROOT::RDF::RNode is_global(ROOT::RDF::RNode df, const std::string &outputname, const int &position, const std::string &pairname, const std::string &globalflagcolumn); +ROOT::RDF::RNode is_tracker(ROOT::RDF::RNode df, const std::string &outputname, + const int &position, const std::string &pairname, + const std::string &trackerflagcolumn); } // namespace muon namespace electron { ROOT::RDF::RNode id(ROOT::RDF::RNode df, const std::string &outputname, From e32018e813e88d047c53f61736cbf3dff48b122a Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 21 Aug 2023 15:55:42 +0200 Subject: [PATCH 147/284] update ROOT version to 6.28 (comes with LCG 104) (#215) --- .github/workflows/checks.yml | 8 ++++---- init.sh | 7 ++++--- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 16a1502e..8eb10b9c 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -25,7 +25,7 @@ jobs: build_project: runs-on: ubuntu-20.04 container: - image: rootproject/root:6.26.10-arch + image: rootproject/root:6.28.04-arch options: --user 0 # run as root steps: @@ -36,7 +36,7 @@ jobs: run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost openssh --ignore root --ignore openssl - name: Install python packages - run: python -m ensurepip --default-pip && python -m pip install GitPython && python -m pip install numpy --upgrade && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git + run: python -m ensurepip --default-pip && python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages - name: Clone project uses: actions/checkout@v3 @@ -68,7 +68,7 @@ jobs: build_friends: runs-on: ubuntu-20.04 container: - image: rootproject/root:6.26.10-arch + image: rootproject/root:6.28.04-arch options: --user 0 # run as root steps: @@ -80,7 +80,7 @@ jobs: - name: Install python packages - run: python -m ensurepip --default-pip && python -m pip install GitPython && python -m pip install numpy --upgrade && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git + run: python -m ensurepip --default-pip && python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages - name: Clone project uses: actions/checkout@v3 diff --git a/init.sh b/init.sh index 8369dda7..c53fed8b 100644 --- a/init.sh +++ b/init.sh @@ -17,13 +17,14 @@ if [[ "$distro" == "CentOS" ]]; then # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-opt/setup.sh # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-clang12-opt/setup.sh # source /cvmfs/sft-nightlies.cern.ch/lcg/views/dev3/latest/x86_64-centos7-gcc11-dbg/setup.sh - source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-centos7-gcc11-opt/setup.sh + source /cvmfs/sft.cern.ch/lcg/views/LCG_104/x86_64-centos7-gcc11-opt/setup.sh else echo "Unsupported CentOS version, exiting..." return 0 fi elif [[ "$distro" == "RedHatEnterprise" ]]; then if [[ ${os_version:0:1} == "8" ]]; then # elif uname -a | grep -E 'el8' -q + # no lcg 103 available for centOS 8 source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-centos8-gcc11-opt/setup.sh else echo "Unsupported CentOS version, exiting..." @@ -31,9 +32,9 @@ elif [[ "$distro" == "RedHatEnterprise" ]]; then fi elif [[ "$distro" == "Ubuntu" ]]; then if [[ ${os_version:0:2} == "20" ]]; then - source /cvmfs/sft.cern.ch/lcg/views/LCG_102/x86_64-ubuntu2004-gcc9-opt/setup.sh + source /cvmfs/sft.cern.ch/lcg/views/LCG_104/x86_64-ubuntu2004-gcc9-opt/setup.sh elif [[ ${os_version:0:2} == "22" ]]; 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+ROOT::RDF::RNode MatchSingleTriggerObject( + ROOT::RDF::RNode df, const std::string &triggerflag_name, + const std::string &particle_p4, const std::string &triggerobject_bits, + const std::string &triggerobject_id, const std::string &triggerobject_pt, + const std::string &triggerobject_eta, const std::string &triggerobject_phi, + const float &pt_cut, const float &eta_cut, + const int &trigger_particle_id_cut, const int &triggerbit_cut, + const float &DeltaR_threshold, const float &trigger_particle_pt_cut); + ROOT::RDF::RNode GenerateSingleTriggerFlag( ROOT::RDF::RNode df, const std::string &triggerflag_name, const std::string &particle_p4, const std::string &triggerobject_bits, diff --git a/src/triggers.cxx b/src/triggers.cxx index 26c27137..75edf502 100644 --- a/src/triggers.cxx +++ b/src/triggers.cxx @@ -144,24 +144,26 @@ bool matchParticle(const ROOT::Math::PtEtaPhiMVector &particle, bool id = triggerobject_ids[idx] == trigger_particle_id_cut; bool pt = particle.pt() > pt_cut; bool eta = abs(particle.eta()) < eta_cut; + Logger::get("CheckTriggerMatch") + ->debug("Partice Lorentz Vector: {}, {}, {}, {}", particle.pt(), particle.eta(), particle.phi(), particle.mass()); Logger::get("CheckTriggerMatch") ->debug("-------------------------------------------------------"); - Logger::get("CheckTriggerMatch")->debug("deltaR Check: {}", deltaR); + Logger::get("CheckTriggerMatch")->debug("deltaR/matchDeltaR Check: {}/{}", deltaR, matchDeltaR); Logger::get("CheckTriggerMatch") ->debug("deltaR Value: {}", ROOT::Math::VectorUtil::DeltaR(triggerobject, particle)); - Logger::get("CheckTriggerMatch")->debug("id Check: {}", id); + Logger::get("CheckTriggerMatch")->debug("id/trigger_particle_id_cut Check: {}/{}", id, trigger_particle_id_cut); Logger::get("CheckTriggerMatch") ->debug("id Value: {}", triggerobject_ids[idx]); - Logger::get("CheckTriggerMatch")->debug("bit Check: {}", bit); + Logger::get("CheckTriggerMatch")->debug("bit/triggerbit_cut Check: {}/{}", bit, triggerbit_cut); Logger::get("CheckTriggerMatch") ->debug("bit Value: {}", IntBits(triggerobject_bits[idx])); - Logger::get("CheckTriggerMatch")->debug("pt Check: {}", pt); + Logger::get("CheckTriggerMatch")->debug("pt/pt_cut Check: {}/{}", pt, pt_cut); Logger::get("CheckTriggerMatch") - ->debug("pt Value: {}", triggerobject_pts[idx]); - Logger::get("CheckTriggerMatch")->debug("eta Check: {}", eta); + ->debug("pt Value (trg): {}, pt Value (reco): {}", triggerobject_pts[idx], particle.pt()); + Logger::get("CheckTriggerMatch")->debug("eta/eta_cut Check: {}/{}", eta, eta_cut); Logger::get("CheckTriggerMatch") - ->debug("eta Value: {}", triggerobject_etas[idx]); + ->debug("eta (trg) Value: {}, eta (reco) Value: {}", triggerobject_etas[idx], abs(particle.eta())); Logger::get("CheckTriggerMatch") ->debug("-------------------------------------------------------"); if (deltaR && bit && id && pt && eta) { @@ -219,7 +221,7 @@ ROOT::RDF::RNode GenerateSingleTriggerFlag( auto triggermatch = [DeltaR_threshold, pt_cut, eta_cut, trigger_particle_id_cut, - triggerbit_cut](bool hltpath, + triggerbit_cut, hltpath](bool hltpath_match, const ROOT::Math::PtEtaPhiMVector &particle_p4, ROOT::RVec triggerobject_bits, ROOT::RVec triggerobject_ids, @@ -227,9 +229,11 @@ ROOT::RDF::RNode GenerateSingleTriggerFlag( ROOT::RVec triggerobject_etas, ROOT::RVec triggerobject_phis) { Logger::get("GenerateSingleTriggerFlag")->debug("Checking Trigger"); + Logger::get("CheckTriggerMatch") + ->debug("Selected trigger: {}", hltpath); bool result = false; bool match_result = false; - if (hltpath) { + if (hltpath_match) { Logger::get("CheckTriggerMatch") ->debug("Checking Triggerobject match with particles ...."); match_result = matchParticle( @@ -238,9 +242,9 @@ ROOT::RDF::RNode GenerateSingleTriggerFlag( DeltaR_threshold, pt_cut, eta_cut, trigger_particle_id_cut, triggerbit_cut); } - result = hltpath & match_result; + result = hltpath_match & match_result; Logger::get("GenerateSingleTriggerFlag") - ->debug("---> HLT Match: {}", hltpath); + ->debug("---> HLT Match: {}", hltpath_match); Logger::get("GenerateSingleTriggerFlag") ->debug("---> Total Match: {}", match_result); Logger::get("GenerateSingleTriggerFlag") @@ -350,8 +354,8 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( auto triggermatch = [DeltaR_threshold, p1_pt_cut, p2_pt_cut, p1_eta_cut, p2_eta_cut, p1_trigger_particle_id_cut, p2_trigger_particle_id_cut, p1_triggerbit_cut, - p2_triggerbit_cut]( - bool hltpath, + p2_triggerbit_cut, hltpath]( + bool hltpath_match, const ROOT::Math::PtEtaPhiMVector &particle1_p4, const ROOT::Math::PtEtaPhiMVector &particle2_p4, ROOT::RVec triggerobject_bits, @@ -360,10 +364,12 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( ROOT::RVec triggerobject_etas, ROOT::RVec triggerobject_phis) { Logger::get("GenerateDoubleTriggerFlag")->debug("Checking Trigger"); + Logger::get("CheckTriggerMatch") + ->debug("Selected trigger: {}", hltpath); bool result = false; bool match_result_p1 = false; bool match_result_p2 = false; - if (hltpath) { + if (hltpath_match) { Logger::get("GenerateDoubleTriggerFlag") ->debug("Checking Triggerobject match with particles ...."); Logger::get("GenerateDoubleTriggerFlag")->debug("First particle"); @@ -379,9 +385,9 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( DeltaR_threshold, p2_pt_cut, p2_eta_cut, p2_trigger_particle_id_cut, p2_triggerbit_cut); } - result = hltpath & match_result_p1 & match_result_p2; + result = hltpath_match & match_result_p1 & match_result_p2; Logger::get("GenerateDoubleTriggerFlag") - ->debug("---> HLT Match: {}", hltpath); + ->debug("---> HLT Match: {}", hltpath_match); Logger::get("GenerateDoubleTriggerFlag") ->debug("---> Total Match P1: {}", match_result_p1); Logger::get("GenerateDoubleTriggerFlag") @@ -662,24 +668,26 @@ bool matchParticle(const ROOT::Math::PtEtaPhiMVector &particle, bool trigger_particle_pt = (trigger_particle_pt_cut < 0.) || (triggerobject_pts[idx] > trigger_particle_pt_cut); + Logger::get("CheckTriggerMatch") + ->debug("Partice Lorentz Vector: {}, {}, {}, {}", particle.pt(), particle.eta(), particle.phi(), particle.mass()); Logger::get("CheckTriggerMatch") ->debug("-------------------------------------------------------"); - Logger::get("CheckTriggerMatch")->debug("deltaR Check: {}", deltaR); + Logger::get("CheckTriggerMatch")->debug("deltaR/matchDeltaR Check: {}/{}", deltaR, matchDeltaR); Logger::get("CheckTriggerMatch") ->debug("deltaR Value: {}", ROOT::Math::VectorUtil::DeltaR(triggerobject, particle)); - Logger::get("CheckTriggerMatch")->debug("id Check: {}", id); + Logger::get("CheckTriggerMatch")->debug("id/trigger_particle_id_cut Check: {}/{}", id, trigger_particle_id_cut); Logger::get("CheckTriggerMatch") ->debug("id Value: {}", triggerobject_ids[idx]); - Logger::get("CheckTriggerMatch")->debug("bit Check: {}", bit); + Logger::get("CheckTriggerMatch")->debug("bit/triggerbit_cut Check: {}/{}", bit, triggerbit_cut); Logger::get("CheckTriggerMatch") ->debug("bit Value: {}", IntBits(triggerobject_bits[idx])); - Logger::get("CheckTriggerMatch")->debug("pt Check: {}", pt); + Logger::get("CheckTriggerMatch")->debug("pt/pt_cut Check: {}/{}", pt, pt_cut); Logger::get("CheckTriggerMatch") - ->debug("pt Value: {}", triggerobject_pts[idx]); - Logger::get("CheckTriggerMatch")->debug("eta Check: {}", eta); + ->debug("pt Value (trg): {}, pt Value (reco): {}", triggerobject_pts[idx], particle.pt()); + Logger::get("CheckTriggerMatch")->debug("eta/eta_cut Check: {}/{}", eta, eta_cut); Logger::get("CheckTriggerMatch") - ->debug("eta Value: {}", triggerobject_etas[idx]); + ->debug("eta (trg) Value: {}, eta (reco) Value: {}", triggerobject_etas[idx], abs(particle.eta())); Logger::get("CheckTriggerMatch") ->debug("-------------------------------------------------------"); if (deltaR && bit && id && pt && eta && trigger_particle_pt) { @@ -695,6 +703,72 @@ bool matchParticle(const ROOT::Math::PtEtaPhiMVector &particle, } return false; }; + +/** + * @brief Function to generate a trigger flag based on a trigger + * object match only. This relies on the + * trigger::matchParticle function which does the matching test. + * + * @param df The input dataframe + * @param triggerflag_name name of the output flag + * @param particle_p4 `ROOT::Math::PtEtaPhiMVector` of the object to be checked + * @param triggerobject_bits name of the trigger object bits column in the + * inputfile + * @param triggerobject_id name of the trigger object id column in the inputfile + * @param triggerobject_pt name of the trigger object pt column in the inputfile + * @param triggerobject_eta name of the trigger object eta column in the + * inputfile + * @param triggerobject_phi name of the trigger object phi column in the + * inputfile + * @param pt_cut minimal pt value for the triggerobject + * @param eta_cut maximal pt value for the triggerobject + * @param trigger_particle_id_cut trigger id value the triggerobject has to + * match (details can be found in the documentation of trigger::matchParticle) + * @param triggerbit_cut trigger bit value the triggerobject has to match + * (details can be found in the documentation of trigger::matchParticle) + * @param DeltaR_threshold maximal value for the deltaR between the + * triggerobject and the input object to consider a match + * @param trigger_particle_pt_cut the pT threshold enforced on the trigger + * object + * @return a new dataframe containing the trigger object match flag column + */ + +ROOT::RDF::RNode MatchSingleTriggerObject( + ROOT::RDF::RNode df, const std::string &triggerflag_name, + const std::string &particle_p4, const std::string &triggerobject_bits, + const std::string &triggerobject_id, const std::string &triggerobject_pt, + const std::string &triggerobject_eta, const std::string &triggerobject_phi, + const float &pt_cut, const float &eta_cut, + const int &trigger_particle_id_cut, const int &triggerbit_cut, + const float &DeltaR_threshold, const float &trigger_particle_pt_cut) { + + auto triggermatch = [DeltaR_threshold, pt_cut, eta_cut, + trigger_particle_id_cut, triggerbit_cut, trigger_particle_pt_cut]( + const ROOT::Math::PtEtaPhiMVector &particle_p4, + ROOT::RVec triggerobject_bits, + ROOT::RVec triggerobject_ids, + ROOT::RVec triggerobject_pts, + ROOT::RVec triggerobject_etas, + ROOT::RVec triggerobject_phis) { + Logger::get("MatchSingleTriggerObject")->debug("Checking Trigger"); + Logger::get("MatchSingleTriggerObject") + ->debug("Checking Triggerobject match with particles ...."); + bool match_result = + matchParticle(particle_p4, triggerobject_pts, triggerobject_etas, + triggerobject_phis, triggerobject_bits, + triggerobject_ids, DeltaR_threshold, pt_cut, eta_cut, + trigger_particle_id_cut, triggerbit_cut, trigger_particle_pt_cut); + Logger::get("MatchSingleTriggerObject") + ->debug("--->>>> match_result: {}", match_result); + return match_result; + }; + auto df1 = + df.Define(triggerflag_name, triggermatch, + {particle_p4, triggerobject_bits, triggerobject_id, + triggerobject_pt, triggerobject_eta, triggerobject_phi}); + return df1; +} + /** * @brief Function to generate a trigger flag based on an hlt path and trigger * object matching for the given object. This relies on the @@ -738,17 +812,19 @@ ROOT::RDF::RNode GenerateSingleTriggerFlag( auto triggermatch = [DeltaR_threshold, pt_cut, eta_cut, trigger_particle_id_cut, - triggerbit_cut, trigger_particle_pt_cut]( - bool hltpath, const ROOT::Math::PtEtaPhiMVector &particle_p4, + triggerbit_cut, trigger_particle_pt_cut, hltpath]( + bool hltpath_match, const ROOT::Math::PtEtaPhiMVector &particle_p4, ROOT::RVec triggerobject_bits, ROOT::RVec triggerobject_ids, ROOT::RVec triggerobject_pts, ROOT::RVec triggerobject_etas, ROOT::RVec triggerobject_phis) { Logger::get("GenerateSingleTriggerFlag")->debug("Checking Trigger"); + Logger::get("CheckTriggerMatch") + ->debug("Selected trigger: {}", hltpath); bool result = false; bool match_result = false; - if (hltpath) { + if (hltpath_match) { Logger::get("CheckTriggerMatch") ->debug("Checking Triggerobject match with particles ...."); match_result = matchParticle( @@ -757,9 +833,9 @@ ROOT::RDF::RNode GenerateSingleTriggerFlag( DeltaR_threshold, pt_cut, eta_cut, trigger_particle_id_cut, triggerbit_cut, trigger_particle_pt_cut); } - result = hltpath & match_result; + result = hltpath_match & match_result; Logger::get("GenerateSingleTriggerFlag") - ->debug("---> HLT Match: {}", hltpath); + ->debug("---> HLT Match: {}", hltpath_match); Logger::get("GenerateSingleTriggerFlag") ->debug("---> Total Match: {}", match_result); Logger::get("GenerateSingleTriggerFlag") @@ -875,8 +951,8 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( p2_eta_cut, p1_trigger_particle_id_cut, p2_trigger_particle_id_cut, p1_triggerbit_cut, p2_triggerbit_cut, p1_trigger_particle_pt_cut, - p2_trigger_particle_pt_cut]( - bool hltpath, + p2_trigger_particle_pt_cut, hltpath]( + bool hltpath_match, const ROOT::Math::PtEtaPhiMVector &particle1_p4, const ROOT::Math::PtEtaPhiMVector &particle2_p4, ROOT::RVec triggerobject_bits, @@ -885,10 +961,12 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( ROOT::RVec triggerobject_etas, ROOT::RVec triggerobject_phis) { Logger::get("GenerateDoubleTriggerFlag")->debug("Checking Trigger"); + Logger::get("CheckTriggerMatch") + ->debug("Selected trigger: {}", hltpath); bool result = false; bool match_result_p1 = false; bool match_result_p2 = false; - if (hltpath) { + if (hltpath_match) { Logger::get("GenerateDoubleTriggerFlag") ->debug("Checking Triggerobject match with particles ...."); Logger::get("GenerateDoubleTriggerFlag")->debug("First particle"); @@ -906,9 +984,9 @@ ROOT::RDF::RNode GenerateDoubleTriggerFlag( p2_trigger_particle_id_cut, p2_triggerbit_cut, p2_trigger_particle_pt_cut); } - result = hltpath & match_result_p1 & match_result_p2; + result = hltpath_match & match_result_p1 & match_result_p2; Logger::get("GenerateDoubleTriggerFlag") - ->debug("---> HLT Match: {}", hltpath); + ->debug("---> HLT Match: {}", hltpath_match); Logger::get("GenerateDoubleTriggerFlag") ->debug("---> Total Match P1: {}", match_result_p1); Logger::get("GenerateDoubleTriggerFlag") From d7cac35b370bece2f6a4ac001f5c22c465e356c8 Mon Sep 17 00:00:00 2001 From: nshadskiy Date: Wed, 30 Aug 2023 15:36:08 +0200 Subject: [PATCH 150/284] adding correctionlib files for tau trigger SFs for embedding --- .../tau_trigger2016postVFP_UL.json.gz | Bin 0 -> 1034920 bytes .../tau_trigger2016preVFP_UL.json.gz | Bin 0 -> 962084 bytes data/embedding/tau_trigger2017_UL.json.gz | Bin 0 -> 1266581 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/embedding/tau_trigger2016postVFP_UL.json.gz create mode 100644 data/embedding/tau_trigger2016preVFP_UL.json.gz create mode 100644 data/embedding/tau_trigger2017_UL.json.gz diff --git a/data/embedding/tau_trigger2016postVFP_UL.json.gz b/data/embedding/tau_trigger2016postVFP_UL.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..ae1e98d3ed8e1b2ba4c1f240e3c2429717fc9b25 GIT binary patch literal 1034920 zcmb@tRajh2*ESd+!8KU$5CQ~uw-DS3?vUW_?h-t>Hx@LwyEN|Z(71c!*2px^^SlRSqdrs#`!d7nyz+I#Im*~K|%?jZC&HUpw 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zPdcXR)=ZxowSq;Z7&U{=FYAn9J#g<;i94C>07sH)g@mdYFX+hDB*4VtSF&1T=Y&g2 zp7zBX0I~yzuBUJ2EFOpc(DGa3VO?aXtr~FqU@g|qrBs0K^-zDgR*ilM!PQ#1ZA!X> z4t&szhNMNyoQ%6>S$a#cls&D}BRDA+iV>0ciAh@nVK~97|n) zDT6Nz(#Du{sO_$f!E;zvPI_FRk|7QYi~9sD4@-G3Hr*OzY)h|Qe{zy%;jWuY`zS(( zc|&x`KWEpvx#Xe4RyDu(f^EIoUTJ~TJb5)I`0vt7*)qD@5-FBVbQ7Pkd? zu7ri=+F98hTiwixNQinuvD9|*o@)<(863peJIja@?s1#Lr?mo`Ns5F%aijipwZD0z zo{6|dU-SP7ezHJzK8rapoBQ!ORGV>8}Bvqv2K;jt00E=ETH-$9ep8vw|Xo-sA!nD1&MyL_Br_*MFK{+#Y}vz;mg z06m+(F{tI1DlYjsWC?CO(fe}&EYk>AG%(@tyStzy8PnrnkPqHG-sC=|a9#`+_P9)NP zYw3_EsV7OT^R-l)2)74>N&%HB+zF3(^#wg>T?{r%gI-y@?TFYXOsq({3_J`cf7tFe zjn`RlGz>wQ{IGX>8fuG@)MiROGBBfhT^K^c%D44PKU zY$MuOo`2X;;y#s~I+5N_B`hzCXk=A2lwv|6#M8Vb*q9+g8hqGH$XAt>G&EK};RMZ# zxHXuS$zoqAW3p`O4u9b;Pb1n{Hq{+rP(4WEG1cW@gT4Le=Dae#H^!FJ(b4`M+lH3i zq#BY(#08hVAnHwG;goW26HdDDV!dDE)1tVcnPBNDkuWPRx=%LNpFGp}F#^&N@R Date: Mon, 28 Aug 2023 13:41:31 +0200 Subject: [PATCH 151/284] add functionality to use arbitrary number of friend trees --- CMakeLists.txt | 8 +- code_generation/analysis_template_friends.cxx | 249 ++++++++++++++++++ code_generation/friend_trees.py | 70 +++-- generate.py | 4 +- 4 files changed, 310 insertions(+), 21 deletions(-) create mode 100644 code_generation/analysis_template_friends.cxx diff --git a/CMakeLists.txt b/CMakeLists.txt index 86ac76d1..f9b0fb96 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -22,7 +22,7 @@ if (NOT DEFINED SHIFTS) endif() if (NOT DEFINED QUANTITIESMAP) - message(STATUS "No quantities map specified, none will be used. If you want to produce friends, you have to specify a quantities map e.g. -DQUANTITIESMAP=quantities_map.json. The input can be a json file or a root file (for debugging purposes).") + message(STATUS "No quantities map specified, none will be used. If you want to produce friends, you have to specify quantities maps for all friend files e.g. -DQUANTITIESMAP=quantities_map_1.json,quantities_map_2.json. The input can be a comma-separated list of JSON files and/or root files (for debugging purposes).") set(FRIENDS "false") set(QUANTITIESMAP "none") else() @@ -254,7 +254,11 @@ if (NOT DEFINED INSTALLDIR) set(INSTALLDIR ${CMAKE_CURRENT_BINARY_DIR}/bin) endif() set(GENERATE_CPP_OUTPUT_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}) -set(GENERATE_CPP_INPUT_TEMPLATE "${CMAKE_SOURCE_DIR}/code_generation/analysis_template.cxx") +if (FRIENDS) + set(GENERATE_CPP_INPUT_TEMPLATE "${CMAKE_SOURCE_DIR}/code_generation/analysis_template_friends.cxx") +else() + set(GENERATE_CPP_INPUT_TEMPLATE "${CMAKE_SOURCE_DIR}/code_generation/analysis_template.cxx") +endif() set(GENERATE_CPP_SUBSET_TEMPLATE "${CMAKE_SOURCE_DIR}/code_generation/subset_template.cxx") message(STATUS "") diff --git a/code_generation/analysis_template_friends.cxx b/code_generation/analysis_template_friends.cxx new file mode 100644 index 00000000..1ea244bd --- /dev/null +++ b/code_generation/analysis_template_friends.cxx @@ -0,0 +1,249 @@ +#include "ROOT/RDFHelpers.hxx" +#include "ROOT/RDataFrame.hxx" +#include "RooTrace.h" +#include "TStopwatch.h" +#include "include/fakefactors.hxx" +#include "include/genparticles.hxx" +#include "include/htxs.hxx" +#include "include/jets.hxx" +#include "include/lorentzvectors.hxx" +#include "include/met.hxx" +#include "include/metfilter.hxx" +#include "include/pairselection.hxx" +#include "include/physicsobjects.hxx" +#include "include/quantities.hxx" +#include "include/reweighting.hxx" +#include "include/scalefactors.hxx" +#include "include/topreco.hxx" +#include "include/triggers.hxx" +#include "include/tripleselection.hxx" +#include "include/utility/Logger.hxx" +#include +#include +#include +#include +#include +#include +#include +#include +#include +// {INCLUDES} + +int validate_rootfile(std::string file, std::string &basetree) { + int nevents = 0; + TFile *f1 = TFile::Open(file.c_str(), "TIMEOUT=30"); + if (!f1 || f1->IsZombie()) { + Logger::get("main")->critical("File {} does not exist or is not " + "readable", + file); + return -1; + } + // Get a list of all keys in the file + TList *list = f1->GetListOfKeys(); + // Check if the Events tree exists + if (list->FindObject("Events")) { + TTree *t1 = (TTree *)f1->Get("Events"); + nevents += t1->GetEntries(); + Logger::get("main")->info("NanoAOD input_file: {} - {} Events", + file, t1->GetEntries()); + return nevents; + } else if (list->FindObject("ntuple")) { + TTree *t1 = (TTree *)f1->Get("ntuple"); + nevents += t1->GetEntries(); + basetree = "ntuple"; + Logger::get("main")->info("CROWN input_file: {} - {} Events", + file, t1->GetEntries()); + return nevents; + } else { + Logger::get("main")->critical("File {} does not contain a tree " + "named 'Events' or 'ntuple'", + file); + return -1; + } +} + +int main(int argc, char *argv[]) { + // {DEBUGLEVEL} + // ROOT logging + if (debug) { + auto verbosity = ROOT::Experimental::RLogScopedVerbosity( + ROOT::Detail::RDF::RDFLogChannel(), + ROOT::Experimental::ELogLevel::kInfo); + RooTrace::verbose(kTRUE); + Logger::setLevel(Logger::LogLevel::DEBUG); + } else { + RooTrace::verbose(kFALSE); + Logger::setLevel(Logger::LogLevel::INFO); + gErrorIgnoreLevel = 6001; // ignore all ROOT errors + } + if (argc < 3) { + Logger::get("main")->critical( + "Require at least two arguments: a single output file a single " + "input file and N additioal friend files" + "files \n" + "Example:\n" + "./analysis output.root input.root input_friend_1.root " + "input_friend_2.root"); + return 1; + } + // check if CROWN is run from the correct directory, if the folder "data" + // does not exist, exit + if (!std::filesystem::exists("data")) { + Logger::get("main")->critical( + "CROWN is not run from the correct directory, " + "data folder does not exist. Did you run CROWN from the correct " + "directory?"); + return 1; + } + std::vector input_friends; + int nevents = 0; + Logger::get("main")->info("Checking if all input files exist, are readable " + "and have the same number of events"); + std::string basetree = "Events"; + std::string input_file = argv[2]; + nevents = validate_rootfile(input_file, basetree); + int nfriends = argc - 3; + if (nevents == -1) { + return 1; + } + + for (int i = 3; i < argc; i++) { + input_friends.push_back(std::string(argv[i])); + int nevents_friend = validate_rootfile(input_friends.back(), basetree); + if (nevents_friend == -1) { + return 1; + } + if (nevents != nevents_friend) { + Logger::get("main")->critical( + "Input file {} has {} events, but input friend {} has {} " + "events. All input files must have the same number of events.", + input_file, nevents, input_friends.back(), nevents_friend); + return 1; + } + } + const auto output_path = argv[1]; + Logger::get("main")->info("Output directory: {}", output_path); + TStopwatch timer; + timer.Start(); + int quantile = 10000; + + // file logging + Logger::enableFileLogging("logs/main.txt"); + + // {MULTITHREADING} + + // build a tchain from input file with all friends + TChain dataset(basetree.c_str()); + std::vector friends; + dataset.Add(input_file.c_str()); + for (int index = 0; index < nfriends; index++) { + std::string friend_file = input_friends[index]; + std::string chain_name = "friend_" + std::to_string(index); + // each friend needs to be a separate TChain + TChain *friend_chain = new TChain(basetree.c_str()); + Logger::get("main")->debug("Adding friend file {}", friend_file); + friend_chain->Add(friend_file.c_str()); + // then add the friend to the main dataset + dataset.AddFriend(friend_chain, chain_name.c_str() ); + friends.push_back(friend_chain); + } + // initialize df + ROOT::RDataFrame df0(dataset); + // print all available branches to the log + Logger::get("main")->debug("Available branches:"); + for (auto const &branch : df0.GetColumnNames()) { + Logger::get("main")->debug("{}", branch); + } + Logger::get("main")->info("Starting Setup of Dataframe with {} events and {} friends", + nevents, nfriends); + std::vector> cutReports; + // setup output files + // {OUTPUT_PATHS} + if (nevents == 0) { + // {ZERO_EVENTS_FALLBACK} + } else { + // {CODE_GENERATION} + ROOT::RDF::RSnapshotOptions dfconfig; + dfconfig.fLazy = true; + // {RUN_COMMANDS} + } + // Add meta-data + // clang-format off + const std::map> output_quanties = {OUTPUT_QUANTITIES}; + const std::map> variations = {SYSTEMATIC_VARIATIONS}; + std::map>> shift_quantities_map = {SHIFT_QUANTITIES_MAP}; + std::map>> quantities_shift_map = {QUANTITIES_SHIFT_MAP}; + // clang-format on + const std::string analysis = {ANALYSISTAG}; + const std::string config = {CONFIGTAG}; + const std::string era = {ERATAG}; + const std::string sample = {SAMPLETAG}; + const std::string commit_hash = {COMMITHASH}; + bool setup_clean = {CROWN_IS_CLEAN}; + const std::string analysis_commit_hash = {ANALYSIS_COMMITHASH}; + bool analysis_setup_clean = {ANALYSIS_IS_CLEAN}; + int scope_counter = 0; + for (auto const &output : output_quanties) { + // output.first is the output file name + // output.second is the list of quantities + TFile outputfile(output.first.c_str(), "UPDATE"); + TTree quantities_meta = TTree("quantities", "quantities"); + for (auto const &quantity : output.second) { + quantities_meta.Branch(quantity.c_str(), &setup_clean); + } + quantities_meta.Write(); + TTree variations_meta = TTree("variations", "variations"); + for (auto const &variation : variations.at(output.first)) { + variations_meta.Branch(variation.c_str(), &setup_clean); + } + variations_meta.Write(); + TTree conditions_meta = TTree("conditions", "conditions"); + conditions_meta.Branch(analysis.c_str(), &setup_clean); + conditions_meta.Branch(config.c_str(), &setup_clean); + conditions_meta.Branch(era.c_str(), &setup_clean); + conditions_meta.Branch(sample.c_str(), &setup_clean); + conditions_meta.Write(); + TTree commit_meta = TTree("commit", "commit"); + commit_meta.Branch(commit_hash.c_str(), &setup_clean); + commit_meta.Fill(); + commit_meta.Write(); + TTree analysis_commit_meta = + TTree("analysis_commit", "analysis_commit"); + analysis_commit_meta.Branch(analysis_commit_hash.c_str(), + &analysis_setup_clean); + analysis_commit_meta.Fill(); + analysis_commit_meta.Write(); + if (nevents != 0) { + TH1D cutflow; + cutflow.SetName("cutflow"); + cutflow.SetTitle("cutflow"); + // iterate through the cutflow vector and fill the histogram with + // the .GetPass() values + for (auto cut = cutReports[scope_counter].begin(); + cut != cutReports[scope_counter].end(); cut++) { + cutflow.SetBinContent( + std::distance(cutReports[scope_counter].begin(), cut) + 1, + cut->GetPass()); + cutflow.GetXaxis()->SetBinLabel( + std::distance(cutReports[scope_counter].begin(), cut) + 1, + cut->GetName().c_str()); + } + // store it in the output file + cutflow.Write(); + } + outputfile.Close(); + TFile *fout = TFile::Open(output.first.c_str(), "UPDATE"); + Logger::get("main")->info("Writing quantities map to {}", output.first); + fout->WriteObject(&shift_quantities_map.at(output.first), + "shift_quantities_map"); + fout->WriteObject(&quantities_shift_map.at(output.first), + "quantities_shift_map"); + fout->Close(); + scope_counter++; + } + + Logger::get("main")->info("Finished Evaluation"); + Logger::get("main")->info( + "Overall runtime (real time: {0:.2f}, CPU time: {1:.2f})", + timer.RealTime(), timer.CpuTime()); +} diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 82666ad1..666996e2 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -3,6 +3,7 @@ import logging import ROOT import json +from pydantic.utils import deep_update import os from time import time from code_generation.configuration import Configuration @@ -42,7 +43,9 @@ def __init__( available_sample_types: Union[str, List[str]], available_eras: Union[str, List[str]], available_scopes: Union[str, List[str]], - input_information: Union[str, Dict[str, List[str]]], + input_information: Union[ + str, List[str], Dict[str, List[str]], List[Dict[str, List[str]]] + ], ): """Generate a configuration for a FriendTree production. @@ -79,9 +82,12 @@ def __init__( raise ConfigurationError( f"FriendTree configurations can only have one scope, but multiple {self.selected_scopes} were specified" ) - + if not isinstance(input_information, list): + input_information_list = [input_information] + else: + input_information_list = input_information self.input_quantities_mapping = self._readout_input_information( - input_information + input_information_list ) # all requested shifts are stored in a seperate varaiable, # they have to be added to all producers later @@ -136,23 +142,48 @@ def _determine_requested_shifts(self, shiftset: Set[str]) -> Dict[str, List[str] def _readout_input_information( self, - input_information: Union[str, Dict[str, List[str]]], + input_information_list: Union[List[str], List[Dict[str, List[str]]]], ) -> Dict[str, Dict[str, List[str]]]: + def update_input_information(existing_data, new_data): + if existing_data == {}: + return new_data + else: + # otherwise we have to merge the contents, while not overwriting existing data + for scope in new_data.keys(): + if scope not in existing_data.keys(): + existing_data[scope] = {} + for shift in new_data[scope].keys(): + if shift not in existing_data[scope].keys(): + existing_data[scope][shift] = [] + for quantity in new_data[scope][shift]: + if quantity not in existing_data[scope][shift]: + existing_data[scope][shift].append(quantity) + return existing_data + # first check if the input is a root file or a json file data = {} - if isinstance(input_information, str): - if input_information.endswith(".root"): - data = self._readout_input_root_file(input_information) - elif input_information.endswith(".json"): - data = self._readout_input_json_file(input_information) - else: - error_message = f"\n Input information file {input_information} is not a json or root file \n" - error_message += ( - " Did you forget to specify the input information file? \n" - ) - error_message += " The input information has to be a json file or a root file \n" - error_message += " and added to the cmake command via the -DQUANTITIESMAP=... option" - raise ConfigurationError(error_message) + log.info(data) + for input_information in input_information_list: + log.info(f"adding input information from {input_information}") + if isinstance(input_information, str): + if input_information.endswith(".root"): + data = update_input_information( + data, self._readout_input_root_file(input_information) + ) + elif input_information.endswith(".json"): + data = update_input_information( + data, self._readout_input_root_file(input_information) + ) + else: + error_message = f"\n Input information file {input_information} is not a json or root file \n" + error_message += ( + " Did you forget to specify the input information file? \n" + ) + error_message += " The input information has to be a json file or a root file \n" + error_message += " and added to the cmake command via the -DQUANTITIESMAP=... option" + raise ConfigurationError(error_message) + log.info(data) + log.info(data) return data def _readout_input_root_file( @@ -256,9 +287,11 @@ def _add_requested_shifts(self) -> None: self.shifts[scope][shiftname] = {} def _shift_producer_inputs(self, producer, shift, scope): + log.debug("Shifting inputs of producer %s", producer) # if the producer is not of Type ProducerGroup we can directly shift the inputs if isinstance(producer, Producer): inputs = producer.get_inputs(scope) + log.debug("Inputs of producer %s: %s", producer, inputs) # only shift if necessary if shift in self.input_quantities_mapping[scope].keys(): inputs_to_shift = [] @@ -268,7 +301,8 @@ def _shift_producer_inputs(self, producer, shift, scope): log.debug(f"Shifting inputs {inputs_to_shift} of producer {producer}") producer.shift_inputs("__" + shift, scope, inputs_to_shift) elif isinstance(producer, ProducerGroup): - for producer in producer.producers: + for producer in producer.producers[scope]: + assert isinstance(producer, Producer) self._shift_producer_inputs(producer, shift, scope) def _validate_outputs(self) -> None: diff --git a/generate.py b/generate.py index 7e4e66a4..70f9f70d 100644 --- a/generate.py +++ b/generate.py @@ -50,7 +50,9 @@ def __call__(self, parser, namespace, values, option_string=None): parser.add_argument("--debug", type=str, help="set debug mode for building") # the following arguments are only used for the production of friend trees parser.add_argument("--friends", type=str, help="set production of friend trees") -parser.add_argument("--quantities-map", type=str, help="path to the quantities map") +parser.add_argument( + "--quantities-map", type=str, action=SplitArgs, help="path to the quantities map" +) args = parser.parse_args() # find available analyses, every folder in analysis_configurations is an analysis From c809067c68be7d4d6005b998cc0826adf1108563 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 13:42:20 +0200 Subject: [PATCH 152/284] update unitttest config to be able to test friends with multiple input files --- .../unittest/producers/muon_sf_friends.py | 8 + .../unittest/producers/pairquantities.py | 158 +++++++++++++++++- .../unittest/producers/scalefactors.py | 14 +- .../unittest/quantities/output.py | 9 + .../unittest/unittest_config.py | 5 +- .../unittest/unittest_friends_2.py | 75 +++++++++ 6 files changed, 254 insertions(+), 15 deletions(-) create mode 100644 analysis_configurations/unittest/unittest_friends_2.py diff --git a/analysis_configurations/unittest/producers/muon_sf_friends.py b/analysis_configurations/unittest/producers/muon_sf_friends.py index 72d7acb0..0a69e697 100644 --- a/analysis_configurations/unittest/producers/muon_sf_friends.py +++ b/analysis_configurations/unittest/producers/muon_sf_friends.py @@ -18,3 +18,11 @@ output=[q.iso_wgt_mu_friend_1], scopes=["mt", "mm"], ) + +Rename_IDSF = Producer( + name="Rename_IDSF", + call="basefunctions::rename({df}, {input}, {output})", + input=[q.id_wgt_mu_friend_1], + output=[q.id_wgt_mu_friend_1_renamed], + scopes=["mt", "mm"], +) diff --git a/analysis_configurations/unittest/producers/pairquantities.py b/analysis_configurations/unittest/producers/pairquantities.py index eec11957..aa2be419 100644 --- a/analysis_configurations/unittest/producers/pairquantities.py +++ b/analysis_configurations/unittest/producers/pairquantities.py @@ -251,9 +251,16 @@ name="decaymode_1", call="quantities::tau::decaymode({df}, {output}, 0, {input})", input=[q.dileptonpair, nanoAOD.Tau_decayMode], - output=[q.decaymode_1], + output=[q.tau_decaymode_1], scopes=["tt"], ) +tau_decaymode_1_notau = Producer( + name="tau_decaymode_1_notau", + call="basefunctions::DefineQuantity({df}, {output}, -1)", + input=[], + output=[q.tau_decaymode_1], + scopes=["et", "mt", "em", "ee", "mm"], +) tau_gen_match_1 = Producer( name="gen_match_1", call="quantities::tau::genmatch({df}, {output}, 0, {input})", @@ -297,9 +304,16 @@ name="taudecaymode_2", call="quantities::tau::decaymode({df}, {output}, 1, {input})", input=[q.dileptonpair, nanoAOD.Tau_decayMode], - output=[q.decaymode_2], + output=[q.tau_decaymode_2], scopes=["mt", "et", "tt"], ) +tau_decaymode_2_notau = Producer( + name="tau_decaymode_2_notau", + call="basefunctions::DefineQuantity({df}, {output}, -1)", + input=[], + output=[q.tau_decaymode_2], + scopes=["em", "ee", "mm"], +) tau_gen_match_2 = Producer( name="taugen_match_2", call="quantities::tau::genmatch({df}, {output}, 1, {input})", @@ -463,7 +477,7 @@ input=None, output=None, scopes=["mt"], - subproducers=[UnrollMuLV1, UnrollTauLV2, m_vis, pt_vis], + subproducers=[UnrollMuLV1, UnrollTauLV2, tau_decaymode_1_notau, m_vis, pt_vis], ) MMDiTauPairQuantities = ProducerGroup( name="MMDiTauPairQuantities", @@ -471,7 +485,7 @@ input=None, output=None, scopes=["mm"], - subproducers=[UnrollMuLV1, UnrollMuLV2, m_vis, pt_vis], + subproducers=[UnrollMuLV1, UnrollMuLV2, tau_decaymode_1_notau, tau_decaymode_2_notau, m_vis, pt_vis], ) ETDiTauPairQuantities = ProducerGroup( name="ETDiTauPairQuantities", @@ -479,7 +493,7 @@ input=None, output=None, scopes=["et"], - subproducers=[UnrollElLV1, UnrollTauLV2, m_vis, pt_vis], + subproducers=[UnrollElLV1, UnrollTauLV2, tau_decaymode_1_notau, m_vis, pt_vis], ) TTDiTauPairQuantities = ProducerGroup( name="TTDiTauPairQuantities", @@ -560,3 +574,137 @@ scopes=["mt", "et", "tt", "em", "ee", "mm"], subproducers=[Pzetamissvis, mTdileptonMET, mt_1, mt_2, pt_tt, pt_ttjj, mt_tot], ) +p4_fastmtt_mt = Producer( + name="p4_fastmtt_mt", + call='quantities::p4_fastmtt({df}, {output}, {input}, "mt")', + input=[ + q.pt_1, + q.pt_2, + q.eta_1, + q.eta_2, + q.phi_1, + q.phi_2, + q.mass_1, + q.mass_2, + q.met, + q.metphi, + q.metcov00, + q.metcov01, + q.metcov11, + q.tau_decaymode_1, + q.tau_decaymode_2, + ], + output=[q.p4_fastmtt], + scopes=["mt"], +) +p4_fastmtt_et = Producer( + name="p4_fastmtt_et", + call='quantities::p4_fastmtt({df}, {output}, {input}, "et")', + input=[ + q.pt_1, + q.pt_2, + q.eta_1, + q.eta_2, + q.phi_1, + q.phi_2, + q.mass_1, + q.mass_2, + q.met, + q.metphi, + q.metcov00, + q.metcov01, + q.metcov11, + q.tau_decaymode_1, + q.tau_decaymode_2, + ], + output=[q.p4_fastmtt], + scopes=["et"], +) +p4_fastmtt_tt = Producer( + name="p4_fastmtt_tt", + call='quantities::p4_fastmtt({df}, {output}, {input}, "tt")', + input=[ + q.pt_1, + q.pt_2, + q.eta_1, + q.eta_2, + q.phi_1, + q.phi_2, + q.mass_1, + q.mass_2, + q.met, + q.metphi, + q.metcov00, + q.metcov01, + q.metcov11, + q.tau_decaymode_1, + q.tau_decaymode_2, + ], + output=[q.p4_fastmtt], + scopes=["tt"], +) +p4_fastmtt_em = Producer( + name="p4_fastmtt_em", + call='quantities::p4_fastmtt({df}, {output}, {input}, "em")', + input=[ + q.pt_1, + q.pt_2, + q.eta_1, + q.eta_2, + q.phi_1, + q.phi_2, + q.mass_1, + q.mass_2, + q.met, + q.metphi, + q.metcov00, + q.metcov01, + q.metcov11, + q.tau_decaymode_1, + q.tau_decaymode_2, + ], + output=[q.p4_fastmtt], + scopes=["em"], +) + +pt_fastmtt = Producer( + name="pt_fastmtt", + call="quantities::pt({df}, {output}, {input})", + input=[q.p4_fastmtt], + output=[q.pt_fastmtt], + scopes=["mt", "et", "tt", "em"], +) +eta_fastmtt = Producer( + name="eta_fastmtt", + call="quantities::eta({df}, {output}, {input})", + input=[q.p4_fastmtt], + output=[q.eta_fastmtt], + scopes=["mt", "et", "tt", "em"], +) +phi_fastmtt = Producer( + name="phi_fastmtt", + call="quantities::phi({df}, {output}, {input})", + input=[q.p4_fastmtt], + output=[q.phi_fastmtt], + scopes=["mt", "et", "tt", "em"], +) +m_fastmtt = Producer( + name="m_fastmtt", + call="quantities::mass({df}, {output}, {input})", + input=[q.p4_fastmtt], + output=[q.m_fastmtt], + scopes=["mt", "et", "tt", "em"], +) +FastMTTQuantities = ProducerGroup( + name="FastMTTQuantities", + call=None, + input=None, + output=None, + scopes=["mt", "et", "tt", "em"], + subproducers={ + "mt": [p4_fastmtt_mt, pt_fastmtt, eta_fastmtt, phi_fastmtt, m_fastmtt], + "et": [p4_fastmtt_et, pt_fastmtt, eta_fastmtt, phi_fastmtt, m_fastmtt], + "tt": [p4_fastmtt_tt, pt_fastmtt, eta_fastmtt, phi_fastmtt, m_fastmtt], + "em": [p4_fastmtt_em, pt_fastmtt, eta_fastmtt, phi_fastmtt, m_fastmtt], + }, +) \ No newline at end of file diff --git a/analysis_configurations/unittest/producers/scalefactors.py b/analysis_configurations/unittest/producers/scalefactors.py index 315c267b..e5d8abc4 100644 --- a/analysis_configurations/unittest/producers/scalefactors.py +++ b/analysis_configurations/unittest/producers/scalefactors.py @@ -118,7 +118,7 @@ Tau_1_VsJetTauID_SF = ExtendedVectorProducer( name="Tau_1_VsJetTauID_SF", call='scalefactor::tau::id_vsJet_tt({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsjet_tau_id_WP}", "{tau_sf_vsjet_tauDM0}", "{tau_sf_vsjet_tauDM1}", "{tau_sf_vsjet_tauDM10}", "{tau_sf_vsjet_tauDM11}", "{tau_vsjet_sf_dependence}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.pt_1, q.decaymode_1, q.gen_match_1], + input=[q.pt_1, q.tau_decaymode_1, q.gen_match_1], output="tau_1_vsjet_sf_outputname", scope=["tt"], vec_config="vsjet_tau_id", @@ -126,7 +126,7 @@ Tau_1_VsEleTauID_SF = ExtendedVectorProducer( name="Tau_1_VsEleTauID_SF", call='scalefactor::tau::id_vsEle({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsele_tau_id_WP}", "{tau_sf_vsele_barrel}", "{tau_sf_vsele_endcap}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.eta_1, q.decaymode_1, q.gen_match_1], + input=[q.eta_1, q.tau_decaymode_1, q.gen_match_1], output="tau_1_vsele_sf_outputname", scope=["tt"], vec_config="vsele_tau_id", @@ -134,7 +134,7 @@ Tau_1_VsMuTauID_SF = ExtendedVectorProducer( name="Tau_1_VsMuTauID_SF", call='scalefactor::tau::id_vsMu({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsmu_tau_id_WP}", "{tau_sf_vsmu_wheel1}", "{tau_sf_vsmu_wheel2}", "{tau_sf_vsmu_wheel3}", "{tau_sf_vsmu_wheel4}", "{tau_sf_vsmu_wheel5}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.eta_1, q.decaymode_1, q.gen_match_1], + input=[q.eta_1, q.tau_decaymode_1, q.gen_match_1], output="tau_1_vsmu_sf_outputname", scope=["tt"], vec_config="vsmu_tau_id", @@ -142,7 +142,7 @@ Tau_2_VsJetTauID_lt_SF = ExtendedVectorProducer( name="Tau_2_VsJetTauID_lt_SF", call='scalefactor::tau::id_vsJet_lt({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsjet_tau_id_WP}", "{tau_sf_vsjet_tau30to35}", "{tau_sf_vsjet_tau35to40}", "{tau_sf_vsjet_tau40to500}", "{tau_sf_vsjet_tau500to1000}", "{tau_sf_vsjet_tau1000toinf}", "{tau_vsjet_sf_dependence}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.pt_2, q.decaymode_2, q.gen_match_2], + input=[q.pt_2, q.tau_decaymode_2, q.gen_match_2], output="tau_2_vsjet_sf_outputname", scope=["et", "mt"], vec_config="vsjet_tau_id", @@ -150,7 +150,7 @@ Tau_2_VsJetTauID_tt_SF = ExtendedVectorProducer( name="Tau_2_VsJetTauID_tt_SF", call='scalefactor::tau::id_vsJet_tt({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsjet_tau_id_WP}", "{tau_sf_vsjet_tauDM0}", "{tau_sf_vsjet_tauDM1}", "{tau_sf_vsjet_tauDM10}", "{tau_sf_vsjet_tauDM11}", "{tau_vsjet_sf_dependence}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.pt_2, q.decaymode_2, q.gen_match_2], + input=[q.pt_2, q.tau_decaymode_2, q.gen_match_2], output="tau_2_vsjet_sf_outputname", scope=["tt"], vec_config="vsjet_tau_id", @@ -158,7 +158,7 @@ Tau_2_VsEleTauID_SF = ExtendedVectorProducer( name="Tau_2_VsEleTauID_SF", call='scalefactor::tau::id_vsEle({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsele_tau_id_WP}", "{tau_sf_vsele_barrel}", "{tau_sf_vsele_endcap}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.eta_2, q.decaymode_2, q.gen_match_2], + input=[q.eta_2, q.tau_decaymode_2, q.gen_match_2], output="tau_2_vsele_sf_outputname", scope=["et", "mt", "tt"], vec_config="vsele_tau_id", @@ -166,7 +166,7 @@ Tau_2_VsMuTauID_SF = ExtendedVectorProducer( name="Tau_2_VsMuTauID_SF", call='scalefactor::tau::id_vsMu({df}, {input}, {vec_open}{tau_dms}{vec_close}, "{vsmu_tau_id_WP}", "{tau_sf_vsmu_wheel1}", "{tau_sf_vsmu_wheel2}", "{tau_sf_vsmu_wheel3}", "{tau_sf_vsmu_wheel4}", "{tau_sf_vsmu_wheel5}", {output}, "{tau_sf_file}", "{tau_id_discriminator}")', - input=[q.eta_2, q.decaymode_2, q.gen_match_2], + input=[q.eta_2, q.tau_decaymode_2, q.gen_match_2], output="tau_2_vsmu_sf_outputname", scope=["et", "mt", "tt"], vec_config="vsmu_tau_id", diff --git a/analysis_configurations/unittest/quantities/output.py b/analysis_configurations/unittest/quantities/output.py index f58e4761..63bf3c4d 100644 --- a/analysis_configurations/unittest/quantities/output.py +++ b/analysis_configurations/unittest/quantities/output.py @@ -71,6 +71,14 @@ gen_taujet_pt_1 = Quantity("gen_taujet_pt_1") gen_taujet_pt_2 = Quantity("gen_taujet_pt_2") +p4_fastmtt = Quantity("p4_fastmtt") +m_fastmtt = Quantity("m_fastmtt") +pt_fastmtt = Quantity("pt_fastmtt") +eta_fastmtt = Quantity("eta_fastmtt") +phi_fastmtt = Quantity("phi_fastmtt") +tau_decaymode_1 = Quantity("tau_decaymode_1") +tau_decaymode_2 = Quantity("tau_decaymode_2") + # Combined event quantities m_vis = Quantity("m_vis") pt_vis = Quantity("pt_vis") @@ -217,3 +225,4 @@ # friend tree weights id_wgt_mu_friend_1 = Quantity("id_wgt_mu_friend_1") iso_wgt_mu_friend_1 = Quantity("iso_wgt_mu_friend_1") +id_wgt_mu_friend_1_renamed = Quantity("id_wgt_mu_friend_1_renamed") diff --git a/analysis_configurations/unittest/unittest_config.py b/analysis_configurations/unittest/unittest_config.py index b59903d8..37728bc9 100644 --- a/analysis_configurations/unittest/unittest_config.py +++ b/analysis_configurations/unittest/unittest_config.py @@ -723,6 +723,8 @@ def build_config( q.pt_ttjj, q.mt_tot, q.genbosonmass, + q.tau_decaymode_1, + q.tau_decaymode_2, ], ) configuration.add_outputs( @@ -738,7 +740,6 @@ def build_config( pairquantities.VsMuTauIDFlag_2.output_group, q.taujet_pt_2, q.gen_taujet_pt_2, - q.decaymode_2, q.gen_match_2, q.muon_veto_flag, q.dimuon_veto, @@ -760,7 +761,6 @@ def build_config( pairquantities.VsMuTauIDFlag_2.output_group, q.taujet_pt_2, q.gen_taujet_pt_2, - q.decaymode_2, q.gen_match_2, q.muon_veto_flag, q.dimuon_veto, @@ -786,7 +786,6 @@ def build_config( q.taujet_pt_1, q.taujet_pt_2, q.decaymode_1, - q.decaymode_2, q.gen_match_1, q.gen_match_2, ], diff --git a/analysis_configurations/unittest/unittest_friends_2.py b/analysis_configurations/unittest/unittest_friends_2.py new file mode 100644 index 00000000..f05ddf0f --- /dev/null +++ b/analysis_configurations/unittest/unittest_friends_2.py @@ -0,0 +1,75 @@ +from __future__ import annotations # needed for type annotations in > python 3.7 + +from typing import List, Union +import os +from .producers import muon_sf_friends as muon_sf_friends +from .producers import event as event +from .producers import genparticles as genparticles +from .producers import jets as jets +from .producers import met as met +from .producers import muons as muons +from .producers import pairquantities as pairquantities +from .producers import pairselection as pairselection +from .producers import scalefactors as scalefactors +from .producers import taus as taus +from .producers import triggers as triggers +from .quantities import nanoAOD as nanoAOD +from .quantities import output as q + +# from code_generation.configuration import Cnofiguration +from code_generation.friend_trees import FriendTreeConfiguration + + +def is_friend(): + return True + + +def build_config( + era: str, + sample: str, + scopes: List[str], + shifts: List[str], + available_sample_types: List[str], + available_eras: List[str], + available_scopes: List[str], + quantities_map: Union[str, None] = None, +): + # for the test, we provide a quantities map + configuration = FriendTreeConfiguration( + era, + sample, + scopes, + shifts, + available_sample_types, + available_eras, + available_scopes, + quantities_map, + ) + + configuration.add_producers( + ["mt", "et", "tt", "em"], + [ + pairquantities.FastMTTQuantities, + muon_sf_friends.Rename_IDSF, + ], + ) + + configuration.add_outputs( + ["mt", "et", "tt", "em"], + [ + q.m_fastmtt, + q.pt_fastmtt, + q.eta_fastmtt, + q.phi_fastmtt, + q.id_wgt_mu_friend_1_renamed, + ], + ) + + + ######################### + # Finalize and validate the configuration + ######################### + configuration.optimize() + configuration.validate() + configuration.report() + return configuration.expanded_configuration() From bb3b5fcc1203ae6f229002b5cde1b758d143b02e Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 14:05:08 +0200 Subject: [PATCH 153/284] style, remove unneeded imports --- .../unittest/producers/pairquantities.py | 11 +++++++++-- .../unittest/unittest_friends.py | 9 --------- .../unittest/unittest_friends_2.py | 14 +------------- code_generation/friend_trees.py | 5 ----- 4 files changed, 10 insertions(+), 29 deletions(-) diff --git a/analysis_configurations/unittest/producers/pairquantities.py b/analysis_configurations/unittest/producers/pairquantities.py index aa2be419..5e6bfb31 100644 --- a/analysis_configurations/unittest/producers/pairquantities.py +++ b/analysis_configurations/unittest/producers/pairquantities.py @@ -485,7 +485,14 @@ input=None, output=None, scopes=["mm"], - subproducers=[UnrollMuLV1, UnrollMuLV2, tau_decaymode_1_notau, tau_decaymode_2_notau, m_vis, pt_vis], + subproducers=[ + UnrollMuLV1, + UnrollMuLV2, + tau_decaymode_1_notau, + tau_decaymode_2_notau, + m_vis, + pt_vis, + ], ) ETDiTauPairQuantities = ProducerGroup( name="ETDiTauPairQuantities", @@ -707,4 +714,4 @@ "tt": [p4_fastmtt_tt, pt_fastmtt, eta_fastmtt, phi_fastmtt, m_fastmtt], "em": [p4_fastmtt_em, pt_fastmtt, eta_fastmtt, phi_fastmtt, m_fastmtt], }, -) \ No newline at end of file +) diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py index 17ef5851..2db933fb 100644 --- a/analysis_configurations/unittest/unittest_friends.py +++ b/analysis_configurations/unittest/unittest_friends.py @@ -3,17 +3,8 @@ from typing import List, Union import os from .producers import muon_sf_friends as muon_sf_friends -from .producers import event as event -from .producers import genparticles as genparticles -from .producers import jets as jets -from .producers import met as met -from .producers import muons as muons from .producers import pairquantities as pairquantities -from .producers import pairselection as pairselection from .producers import scalefactors as scalefactors -from .producers import taus as taus -from .producers import triggers as triggers -from .quantities import nanoAOD as nanoAOD from .quantities import output as q # from code_generation.configuration import Cnofiguration diff --git a/analysis_configurations/unittest/unittest_friends_2.py b/analysis_configurations/unittest/unittest_friends_2.py index f05ddf0f..c4459811 100644 --- a/analysis_configurations/unittest/unittest_friends_2.py +++ b/analysis_configurations/unittest/unittest_friends_2.py @@ -1,19 +1,8 @@ from __future__ import annotations # needed for type annotations in > python 3.7 from typing import List, Union -import os from .producers import muon_sf_friends as muon_sf_friends -from .producers import event as event -from .producers import genparticles as genparticles -from .producers import jets as jets -from .producers import met as met -from .producers import muons as muons from .producers import pairquantities as pairquantities -from .producers import pairselection as pairselection -from .producers import scalefactors as scalefactors -from .producers import taus as taus -from .producers import triggers as triggers -from .quantities import nanoAOD as nanoAOD from .quantities import output as q # from code_generation.configuration import Cnofiguration @@ -51,7 +40,7 @@ def build_config( [ pairquantities.FastMTTQuantities, muon_sf_friends.Rename_IDSF, - ], + ], ) configuration.add_outputs( @@ -65,7 +54,6 @@ def build_config( ], ) - ######################### # Finalize and validate the configuration ######################### diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 666996e2..78204c93 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -3,7 +3,6 @@ import logging import ROOT import json -from pydantic.utils import deep_update import os from time import time from code_generation.configuration import Configuration @@ -162,7 +161,6 @@ def update_input_information(existing_data, new_data): # first check if the input is a root file or a json file data = {} - log.info(data) for input_information in input_information_list: log.info(f"adding input information from {input_information}") if isinstance(input_information, str): @@ -182,8 +180,6 @@ def update_input_information(existing_data, new_data): error_message += " The input information has to be a json file or a root file \n" error_message += " and added to the cmake command via the -DQUANTITIESMAP=... option" raise ConfigurationError(error_message) - log.info(data) - log.info(data) return data def _readout_input_root_file( @@ -302,7 +298,6 @@ def _shift_producer_inputs(self, producer, shift, scope): producer.shift_inputs("__" + shift, scope, inputs_to_shift) elif isinstance(producer, ProducerGroup): for producer in producer.producers[scope]: - assert isinstance(producer, Producer) self._shift_producer_inputs(producer, shift, scope) def _validate_outputs(self) -> None: From 470d30ea514f64419c1be02e2e482b82fe3b0ff2 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 14:07:52 +0200 Subject: [PATCH 154/284] fix typo in information readout function --- code_generation/friend_trees.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 78204c93..f66d0223 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -170,7 +170,7 @@ def update_input_information(existing_data, new_data): ) elif input_information.endswith(".json"): data = update_input_information( - data, self._readout_input_root_file(input_information) + data, self._readout_input_json_file(input_information) ) else: error_message = f"\n Input information file {input_information} is not a json or root file \n" From 5a850f71ef46454975bd11dfb55534545439637c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 16:57:10 +0200 Subject: [PATCH 155/284] add test for 2 friend files --- .github/workflows/checks.yml | 53 +- .../dyjets_friend_shift_quantities_map.json | 132 ++ .../unittest/dyjets_shift_quantities_map.json | 2107 +++++++++-------- .../unittest/generate_input_map.py | 42 +- .../unittest/unittest_friends_2.py | 11 +- tests/CMakeLists.txt | 23 +- 6 files changed, 1298 insertions(+), 1070 deletions(-) create mode 100644 analysis_configurations/unittest/dyjets_friend_shift_quantities_map.json diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 8eb10b9c..0cbac5d5 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -18,7 +18,8 @@ env: SCOPES: "mt,mm,et" SHIFTS: "all" FRIEND_SCOPES: "mt,mm" - FRIEND_CONFIG: unittest_friends + SINGLE_FRIEND_CONFIG: unittest_friends + TWO_FRIEND_CONFIG: unittest_friends_2 FRIEND_SHIFTS: "nominal,jesUncTotalUp,jesUncTotalDown,tauMuFakeEsDown" jobs: @@ -65,7 +66,7 @@ jobs: shell: bash run: cd ${{github.workspace}}/build && ctest -V --label-regex "ntuple.*." - build_friends: + build_single_friends: runs-on: ubuntu-20.04 container: image: rootproject/root:6.28.04-arch @@ -99,7 +100,7 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$SINGLE_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false - name: Build shell: bash @@ -107,7 +108,51 @@ jobs: - name: Test shell: bash - run: cd ${{github.workspace}}/build && ctest -V --label-regex "friends.*." + run: cd ${{github.workspace}}/build && ctest -V --label-regex "single_friends.*." + + build_two_friends: + runs-on: ubuntu-20.04 + container: + image: rootproject/root:6.28.04-arch + options: --user 0 # run as root + + steps: + - name: update Arch keyring + run: pacman -Sc --noconfirm && pacman -Syy --noconfirm && pacman -Sy archlinux-keyring --noconfirm + + - name: Install missing software + run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost openssh --ignore root --ignore openssl + + + - name: Install python packages + run: python -m ensurepip --default-pip && python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages + + - name: Clone project + uses: actions/checkout@v3 + with: + ssh-key: ${{ secrets.CERN_GITLAB_PRIVATE_KEY }} + submodules: "recursive" + ssh-strict: "false" + ssh-known-hosts: "[gitlab.cern.ch]:7999 ssh-rsa AAAAB3NzaC1yc2EAAAABIwAAAQEAubVS0czgKaPkC5cfB75CI3XjgWBv7pj2ILiZezVf8okkCAYr+bf4w6VrH2pyv3NRUW5Mm8U/3zoSNcrYIqhFFpz6R62/3xt8hMrPKJKstbt1lSIr8QhEyD24SJEKugMi560BWRPkTzXrrFgxz0X4vuKKytpvihRsccZ7F1JaX76UCWEJ3Xr2BFCEnnN6gj9nvFr4gvSMneunWVLGw2KcHwS1OJfnWBlp3fB0rYWSxZAoVjcjZjvv3hioEftaTapff2PkdQIX//N9Cc555FzdmMzixTvU5j/i+QvjxWVbEBNSKI6te6udC4fYUZMePs2QQnqw9mXUQtaQtw+HV7utuw==" + + - name: Create Build Environment + shell: bash + run: cmake -E make_directory ${{github.workspace}}/build + + - name: adding a system path + run: echo "$HOME/.local/bin" >> $GITHUB_PATH + + - name: Configure CMake + shell: bash + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$TWO_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false + + - name: Build + shell: bash + run: cd ${{github.workspace}}/build && make install -j 2 + + - name: Test + shell: bash + run: cd ${{github.workspace}}/build && ctest -V --label-regex "two_friends.*." python_format: diff --git a/analysis_configurations/unittest/dyjets_friend_shift_quantities_map.json b/analysis_configurations/unittest/dyjets_friend_shift_quantities_map.json new file mode 100644 index 00000000..08d90f7a --- /dev/null +++ b/analysis_configurations/unittest/dyjets_friend_shift_quantities_map.json @@ -0,0 +1,132 @@ +{ + "2018": { + "dyjets": { + "et": { + "": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "jesUncTotalDown": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "jesUncTotalUp": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "metUnclusteredEnDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "metUnclusteredEnUp": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "tauES_1prong0pizeroDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "tauMuFakeEsDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "vsEleBarrelDown": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "vsJetTau30to35Down": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "vsMuWheel1Down": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ] + }, + "mt": { + "": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "jesUncTotalDown": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "jesUncTotalUp": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "metUnclusteredEnDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "metUnclusteredEnUp": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "tauES_1prong0pizeroDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "tauMuFakeEsDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "vsEleBarrelDown": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "vsJetTau30to35Down": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "vsMuWheel1Down": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ] + }, + "mm": { + "": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "jesUncTotalDown": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "jesUncTotalUp": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "metUnclusteredEnDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "metUnclusteredEnUp": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "tauES_1prong0pizeroDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "tauMuFakeEsDown": [ + "iso_wgt_mu_friend_1", + "id_wgt_mu_friend_1" + ], + "vsEleBarrelDown": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "vsJetTau30to35Down": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ], + "vsMuWheel1Down": [ + "id_wgt_mu_friend_1", + "iso_wgt_mu_friend_1" + ] + } + } + } +} \ No newline at end of file diff --git a/analysis_configurations/unittest/dyjets_shift_quantities_map.json b/analysis_configurations/unittest/dyjets_shift_quantities_map.json index 7d52b759..50fad71b 100644 --- a/analysis_configurations/unittest/dyjets_shift_quantities_map.json +++ b/analysis_configurations/unittest/dyjets_shift_quantities_map.json @@ -3,1372 +3,1375 @@ "dyjets": { "et": { "": [ - "id_tau_vsJet_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "jphi_1", - "q_2", + "m_vis", + "gen_pdgid_1", "id_wgt_tau_vsEle_VLoose_2", - "id_tau_vsEle_VTight_2", - "extramuon_veto", - "id_tau_vsJet_Tight_2", - "mass_1", - "puweight", - "metcov10", - "jtag_value_1", - "eta_2", - "met", + "id_wgt_tau_vsJet_VLoose_2", + "mTdileptonMET", + "id_wgt_mu_1", + "genbosonmass", + "bphi_2", + "id_wgt_tau_vsJet_VTight_2", + "jpt_1", + "id_tau_vsJet_Medium_2", + "pt_ttjj", + "q_1", + "pfmet_uncorrected", "jpt_2", - "id_wgt_tau_vsMu_Medium_2", - "mt_1", - "id_tau_vsMu_Medium_2", - "decaymode_2", - "dxy_2", - "id_wgt_tau_vsEle_Medium_2", - "btag_value_2", - "mass_2", + "met", + "mjj", + "event", + "phi_2", + "mass_1", + "gen_m_vis", "iso_1", - "id_tau_vsJet_Loose_2", - "pt_2", - "extraelec_veto", - "phi_1", - "njets", - "id_tau_vsMu_Tight_2", - "jeta_1", + "gen_mass_2", + "id_wgt_tau_vsJet_VVVLoose_2", "gen_phi_1", + "pzetamissvis", + "run", "id_wgt_tau_vsJet_Tight_2", - "id_wgt_tau_vsJet_Medium_2", - "btag_value_1", - "mt_2", + "id_wgt_tau_vsMu_Medium_2", + "bphi_1", + "dimuon_veto", + "gen_eta_2", + "id_tau_vsJet_Loose_2", + "eta_1", + "dxy_1", "id_tau_vsJet_VTight_2", - "id_wgt_tau_vsEle_VVTight_2", + "id_tau_vsJet_VVLoose_2", + "gen_pt_1", + "id_tau_vsJet_VVVLoose_2", + "met_uncorrected", + "pfmetphi_uncorrected", + "is_ggh_htautau", + "njets", + "btag_value_1", + "gen_eta_1", + "pt_vis", + "mass_2", + "is_ttbar", + "metcov11", + "ntaus", + "mt_1", + "id_tau_vsMu_Loose_2", + "id_tau_vsMu_VLoose_2", + "btag_value_2", "metphi_uncorrected", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsEle_Medium_2", "jtag_value_2", - "id_tau_vsEle_VVLoose_2", - "genbosonmass", - "id_wgt_tau_vsEle_Tight_2", - "id_wgt_tau_vsJet_Loose_2", - "mTdileptonMET", - "gen_eta_2", - "metphi", + "id_wgt_tau_vsJet_VVLoose_2", "is_embedding", - "jphi_2", - "id_tau_vsEle_Tight_2", - "is_wjets", - "gen_pt_1", - "event", - "is_diboson", - "phi_2", - "bpt_2", + "id_tau_vsJet_VLoose_2", + "id_tau_vsJet_Tight_2", + "gen_pdgid_2", + "id_tau_vsJet_VVTight_2", + "jeta_1", "pt_tt", - "gen_eta_1", - "is_ggh_htautau", - "eta_1", - "beta_2", - "id_tau_vsMu_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "gen_mass_1", - "is_dyjets", "metcov01", - "id_wgt_tau_vsEle_Loose_2", - "pt_ttjj", + "dxy_2", "dz_1", - "bphi_2", "taujet_pt_2", - "id_wgt_tau_vsMu_VLoose_2", - "is_data", + "pfmet", + "id_wgt_tau_vsMu_Tight_2", + "gen_taujet_pt_2", "gen_match_2", + "phi_1", + "is_data", + "mt_tot", + "metphi", + "gen_phi_2", + "pt_1", + "q_2", "jeta_2", - "id_wgt_tau_vsJet_VLoose_2", - "dz_2", - "gen_taujet_pt_2", - "id_tau_vsJet_VVVLoose_2", - "iso_wgt_mu_1", - "gen_pdgid_2", - "pzetamissvis", - "id_tau_vsEle_Loose_2", - "id_tau_vsMu_VLoose_2", + "id_tau_vsEle_VTight_2", + "id_tau_vsEle_VLoose_2", + "jphi_1", + "id_tau_vsMu_Tight_2", "id_wgt_tau_vsJet_VVTight_2", - "metcov11", - "is_vbf_htautau", - "dimuon_veto", - "pfmet", + "pt_2", + "gen_mass_1", "id_wgt_tau_vsEle_VVLoose_2", - "id_tau_vsJet_VVTight_2", - "is_ttbar", - "beta_1", - "pt_vis", - "gen_pt_2", - "gen_m_vis", - "gen_mass_2", - "id_wgt_tau_vsJet_VVLoose_2", - "jpt_1", - "q_1", - "metcov00", - "bphi_1", - "pfmet_uncorrected", - "dxy_1", - "run", - "mt_tot", - "pfmetphi_uncorrected", - "gen_phi_2", + "extramuon_veto", "nbtag", - "pfmetphi", - "m_vis", - "ntaus", - "metSumEt", + "extraelec_veto", + "tau_decaymode_2", + "id_tau_vsEle_Medium_2", "lumi", - "id_tau_vsEle_VLoose_2", - "id_wgt_tau_vsMu_Tight_2", - "id_tau_vsJet_Medium_2", - "gen_pdgid_1", - "id_wgt_tau_vsEle_VTight_2", + "is_dyjets", + "puweight", + "is_diboson", "bpt_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_mu_1", - "id_tau_vsEle_VVTight_2", - "pt_1", - "mjj", - "met_uncorrected", + "id_wgt_tau_vsMu_Loose_2", + "beta_2", + "eta_2", + "gen_pt_2", + "pfmetphi", "iso_2", - "nmuons" + "metcov00", + "jphi_2", + "bpt_2", + "id_wgt_tau_vsJet_Medium_2", + "id_tau_vsEle_VVTight_2", + "id_tau_vsEle_Tight_2", + "dz_2", + "is_wjets", + "id_wgt_tau_vsEle_VVTight_2", + "jtag_value_1", + "id_wgt_tau_vsEle_Tight_2", + "tau_decaymode_1", + "mt_2", + "beta_1", + "iso_wgt_mu_1", + "metSumEt", + "id_wgt_tau_vsEle_Medium_2", + "id_tau_vsEle_VVLoose_2", + "id_wgt_tau_vsMu_VLoose_2", + "is_vbf_htautau", + "id_tau_vsMu_Medium_2", + "metcov10", + "id_wgt_tau_vsJet_Loose_2", + "id_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_VTight_2", + "nmuons", + "id_wgt_tau_vsEle_Loose_2" ], "jesUncTotalDown": [ - "bphi_2", - "pzetamissvis", - "bpt_2", + "btag_value_2", + "jtag_value_2", "pt_ttjj", - "jpt_2", - "pt_tt", - "jphi_2", - "jpt_1", - "mt_2", "beta_1", + "mt_1", + "jpt_1", + "jphi_2", "jeta_1", - "beta_2", - "met", + "pfmetphi", + "jpt_2", "mjj", - "jtag_value_1", - "pfmet", - "njets", - "mt_tot", - "mt_1", "jphi_1", - "mTdileptonMET", - "bpt_1", + "pzetamissvis", "jeta_2", + "mt_tot", + "njets", "nbtag", - "jtag_value_2", - "metphi", - "btag_value_2", + "bphi_2", + "jtag_value_1", + "bpt_2", + "met", + "mt_2", "bphi_1", - "pfmetphi", + "bpt_1", + "beta_2", + "metphi", + "pfmet", + "pt_tt", + "mTdileptonMET", "btag_value_1" ], "jesUncTotalUp": [ - "bphi_1", + "mt_1", + "bpt_1", + "mt_2", + "mTdileptonMET", + "bphi_1", + "jtag_value_2", + "bphi_2", "btag_value_2", - "met", - "jphi_2", - "pt_tt", - "beta_1", - "jeta_2", + "pt_ttjj", + "pfmetphi", "nbtag", "jtag_value_1", - "jtag_value_2", "bpt_2", - "pfmet", + "pt_tt", + "jpt_1", + "mjj", "mt_tot", + "jphi_2", + "jeta_2", + "beta_1", + "njets", + "jpt_2", + "pzetamissvis", "jphi_1", "jeta_1", - "mTdileptonMET", - "jpt_1", - "pzetamissvis", - "pt_ttjj", - "metphi", - "mt_1", + "met", "btag_value_1", - "mjj", - "pfmetphi", - "mt_2", - "beta_2", - "njets", - "bpt_1", - "bphi_2", - "jpt_2" + "pfmet", + "metphi", + "beta_2" ], "metUnclusteredEnDown": [ - "metphi", - "mt_tot", + "pzetamissvis", "mt_2", - "met_uncorrected", "met", + "metphi", "mt_1", - "pzetamissvis", + "pt_tt", "metphi_uncorrected", - "pt_ttjj", "mTdileptonMET", - "pt_tt" + "pt_ttjj", + "mt_tot", + "met_uncorrected" ], "metUnclusteredEnUp": [ - "mTdileptonMET", - "mt_2", "mt_1", - "metphi_uncorrected", - "met_uncorrected", "met", - "mt_tot", - "pt_tt", "pzetamissvis", + "mt_2", + "mt_tot", + "met_uncorrected", "metphi", - "pt_ttjj" + "metphi_uncorrected", + "mTdileptonMET", + "pt_ttjj", + "pt_tt" ], "tauES_1prong0pizeroDown": [ - "id_wgt_tau_vsEle_Medium_2", + "beta_1", + "id_tau_vsMu_Medium_2", + "id_tau_vsEle_Tight_2", + "gen_mass_1", + "pfmetphi", + "njets", + "id_wgt_tau_vsMu_Tight_2", + "nbtag", + "id_wgt_tau_vsMu_Loose_2", + "bphi_2", "dxy_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsJet_VVTight_2", - "metphi", - "id_wgt_tau_vsJet_Loose_2", - "id_tau_vsJet_VLoose_2", - "jphi_1", - "iso_wgt_mu_1", - "id_wgt_tau_vsJet_Medium_2", - "mt_2", - "id_wgt_tau_vsEle_VVTight_2", - "btag_value_2", - "id_wgt_tau_vsMu_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", - "id_tau_vsJet_VVVLoose_2", - "id_tau_vsEle_VVLoose_2", + "gen_match_2", + "id_tau_vsJet_Loose_2", + "jeta_1", + "eta_2", + "mt_tot", + "pt_ttjj", + "id_wgt_tau_vsJet_VTight_2", + "gen_pt_2", + "bpt_2", + "id_tau_vsMu_VLoose_2", "beta_2", - "id_wgt_tau_vsMu_Loose_2", - "pt_tt", - "q_1", - "gen_taujet_pt_2", - "id_wgt_tau_vsEle_VTight_2", - "id_tau_vsJet_Medium_2", - "m_vis", - "id_tau_vsMu_Tight_2", + "id_tau_vsEle_VVTight_2", "id_tau_vsEle_VLoose_2", - "bphi_1", - "iso_1", - "mjj", + "ntaus", + "pt_vis", "jeta_2", - "pt_2", + "gen_phi_1", + "dxy_1", "gen_pdgid_1", - "gen_pt_2", "id_tau_vsJet_Tight_2", - "id_wgt_tau_vsEle_VLoose_2", - "met", - "pt_vis", - "jeta_1", - "pfmetphi", - "q_2", - "iso_2", - "pfmet", - "mass_2", - "id_tau_vsJet_Loose_2", - "gen_pt_1", - "gen_mass_1", - "mTdileptonMET", - "ntaus", - "gen_eta_1", - "id_wgt_tau_vsJet_Tight_2", - "bphi_2", - "beta_1", + "btag_value_1", + "metphi", + "jtag_value_2", + "gen_eta_2", + "bpt_1", + "iso_1", + "id_wgt_tau_vsJet_VVLoose_2", "jpt_1", + "id_tau_vsEle_Medium_2", + "id_tau_vsJet_VVTight_2", "id_wgt_tau_vsEle_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsJet_VLoose_2", - "gen_pdgid_2", - "jpt_2", - "pt_ttjj", - "id_wgt_tau_vsMu_Tight_2", - "eta_2", - "id_tau_vsMu_Medium_2", - "jtag_value_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "gen_phi_1", - "id_tau_vsMu_Loose_2", + "tau_decaymode_2", + "id_tau_vsJet_VTight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_tau_vsJet_VVLoose_2", + "btag_value_2", + "id_wgt_tau_vsJet_Medium_2", "id_tau_vsEle_Loose_2", - "decaymode_2", - "id_wgt_tau_vsEle_VVLoose_2", - "bpt_2", - "nbtag", - "jphi_2", - "id_tau_vsEle_VVTight_2", - "dz_2", - "bpt_1", - "id_tau_vsEle_Tight_2", - "dxy_1", - "gen_mass_2", + "id_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "jpt_2", + "m_vis", + "pt_tt", + "gen_m_vis", "id_wgt_tau_vsMu_Medium_2", - "njets", - "btag_value_1", - "id_tau_vsEle_Medium_2", - "mt_1", - "id_tau_vsMu_VLoose_2", + "gen_eta_1", + "iso_wgt_mu_1", + "mTdileptonMET", + "pzetamissvis", + "iso_2", + "id_tau_vsJet_VVVLoose_2", + "phi_2", + "dz_2", + "id_wgt_tau_vsJet_Tight_2", "gen_phi_2", + "id_tau_vsMu_Tight_2", + "id_wgt_tau_vsJet_Loose_2", "id_tau_vsEle_VTight_2", - "gen_match_2", - "id_wgt_tau_vsEle_Tight_2", + "id_wgt_tau_vsJet_VLoose_2", + "mt_2", + "mt_1", "dz_1", - "mt_tot", - "gen_m_vis", - "gen_eta_2", - "id_tau_vsJet_VTight_2", - "phi_2", - "pzetamissvis", + "pfmet", + "jphi_2", + "gen_taujet_pt_2", + "id_tau_vsEle_VVLoose_2", + "id_tau_vsJet_Medium_2", + "mjj", + "id_wgt_tau_vsEle_VVLoose_2", + "gen_pdgid_2", + "id_wgt_tau_vsEle_Medium_2", + "id_tau_vsMu_Loose_2", + "jphi_1", + "bphi_1", + "q_2", + "q_1", + "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_Tight_2", "taujet_pt_2", - "jtag_value_2" - ], - "tauMuFakeEsDown": [ - "pfmetphi", - "beta_1", + "pt_2", + "id_wgt_tau_vsEle_VVTight_2", + "met", + "gen_mass_2", "gen_pt_1", - "jtag_value_2", - "q_1", - "gen_eta_1", - "njets", - "id_tau_vsEle_VTight_2", - "gen_taujet_pt_2", - "btag_value_2", "mass_2", - "eta_2", - "gen_phi_1", - "id_wgt_mu_1", - "jpt_2", - "taujet_pt_2", + "jtag_value_1" + ], + "tauMuFakeEsDown": [ + "id_tau_vsMu_VLoose_2", "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsMu_Medium_2", - "ntaus", - "id_wgt_tau_vsMu_Medium_2", - "bphi_1", - "jphi_1", - "decaymode_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsJet_Medium_2", "jtag_value_1", - "gen_pdgid_2", - "iso_wgt_mu_1", + "id_tau_vsEle_Tight_2", + "taujet_pt_2", + "q_1", + "mt_1", + "gen_pdgid_2", + "id_wgt_tau_vsMu_Medium_2", + "jphi_1", + "mt_2", + "bpt_2", + "dz_1", + "id_wgt_tau_vsJet_Loose_2", + "mjj", + "eta_2", + "tau_decaymode_2", + "id_tau_vsEle_VTight_2", + "id_tau_vsJet_Loose_2", + "gen_pdgid_1", "id_wgt_tau_vsEle_VTight_2", - "id_wgt_tau_vsJet_Tight_2", - "gen_m_vis", + "gen_taujet_pt_2", + "id_tau_vsJet_VTight_2", "id_tau_vsJet_VVVLoose_2", - "pt_vis", + "id_tau_vsEle_VVTight_2", + "id_tau_vsEle_VLoose_2", + "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsEle_Tight_2", + "jphi_2", + "ntaus", + "jeta_1", + "id_tau_vsEle_VVLoose_2", + "id_tau_vsJet_Medium_2", + "id_tau_vsJet_VLoose_2", + "gen_pt_1", + "pzetamissvis", + "id_tau_vsMu_Medium_2", + "pt_ttjj", + "beta_2", + "id_wgt_tau_vsEle_VVTight_2", + "id_wgt_mu_1", + "id_tau_vsJet_VVTight_2", + "jtag_value_2", + "gen_mass_1", + "jeta_2", + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsEle_VLoose_2", + "phi_1", + "gen_eta_2", + "bpt_1", + "iso_wgt_mu_1", + "gen_phi_1", + "gen_match_2", + "bphi_1", + "id_tau_vsEle_Loose_2", "gen_pt_2", - "id_tau_vsJet_VVLoose_2", - "gen_mass_2", - "id_wgt_tau_vsMu_VLoose_2", + "bphi_2", + "nbtag", + "mTdileptonMET", + "beta_1", + "btag_value_1", "id_tau_vsEle_Medium_2", + "id_wgt_tau_vsEle_VVLoose_2", + "id_tau_vsMu_Loose_2", + "btag_value_2", + "id_wgt_tau_vsJet_VVLoose_2", + "pt_vis", + "dz_2", + "m_vis", + "dxy_1", + "gen_mass_2", + "gen_eta_1", + "eta_1", + "pt_tt", "id_wgt_tau_vsJet_VVVLoose_2", - "btag_value_1", + "id_wgt_tau_vsMu_Loose_2", + "id_wgt_tau_vsEle_Medium_2", "mass_1", - "gen_match_2", - "jpt_1", - "iso_2", - "jphi_2", - "pt_tt", - "id_tau_vsJet_Tight_2", - "q_2", "id_wgt_tau_vsJet_VLoose_2", - "id_tau_vsEle_Loose_2", + "pfmet", + "extramuon_veto", + "id_wgt_tau_vsJet_Tight_2", "id_tau_vsMu_Tight_2", - "bpt_2", + "phi_2", + "mass_2", + "jpt_1", "iso_1", - "beta_2", - "id_tau_vsEle_VLoose_2", - "id_tau_vsJet_Medium_2", - "id_wgt_tau_vsMu_Tight_2", - "pfmet", - "gen_mass_1", - "id_tau_vsEle_VVTight_2", "met", - "nbtag", - "id_tau_vsJet_VVTight_2", - "mt_1", - "gen_eta_2", - "eta_1", - "id_tau_vsJet_VLoose_2", - "id_tau_vsEle_VVLoose_2", - "dz_2", - "dxy_1", - "phi_2", - "mt_2", - "mjj", - "mt_tot", - "id_wgt_tau_vsEle_VVTight_2", - "bphi_2", - "extramuon_veto", - "id_wgt_tau_vsJet_Loose_2", - "id_wgt_tau_vsEle_Tight_2", - "m_vis", - "id_tau_vsJet_Loose_2", - "id_wgt_tau_vsEle_Medium_2", - "id_wgt_tau_vsEle_Loose_2", - "jeta_1", - "pzetamissvis", - "phi_1", - "id_tau_vsMu_VLoose_2", - "id_wgt_tau_vsEle_VVLoose_2", - "jeta_2", - "gen_pdgid_1", - "gen_phi_2", - "id_tau_vsEle_Tight_2", - "dxy_2", "pt_1", + "iso_2", + "gen_phi_2", "pt_2", - "pt_ttjj", - "dz_1", - "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsJet_VTight_2", - "bpt_1", + "id_tau_vsJet_VVLoose_2", + "dxy_2", "metphi", - "id_wgt_tau_vsEle_VLoose_2", - "mTdileptonMET", - "id_wgt_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_Medium_2", - "id_tau_vsMu_Loose_2" + "njets", + "pfmetphi", + "id_wgt_tau_vsEle_Loose_2", + "id_tau_vsJet_Tight_2", + "jpt_2", + "q_2", + "gen_m_vis", + "mt_tot" ], "vsEleBarrelDown": [ - "id_wgt_tau_vsEle_Medium_2", - "id_wgt_tau_vsEle_Loose_2", "id_wgt_tau_vsEle_Tight_2", "id_wgt_tau_vsEle_VVTight_2", - "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsEle_Medium_2", "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_VTight_2", "id_wgt_tau_vsEle_VVLoose_2" ], "vsJetTau30to35Down": [ + "id_wgt_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsJet_Tight_2", "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_Loose_2", "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", "id_wgt_tau_vsJet_Medium_2", - "id_wgt_tau_vsJet_VLoose_2", - "id_wgt_tau_vsJet_Loose_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_wgt_tau_vsJet_Tight_2" + "id_wgt_tau_vsJet_VVLoose_2" ], "vsMuWheel1Down": [ - "id_wgt_tau_vsMu_Medium_2", - "id_wgt_tau_vsMu_VLoose_2", "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsMu_Medium_2", "id_wgt_tau_vsMu_Loose_2" ] }, "mt": { "": [ - "id_tau_vsJet_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "jphi_1", - "q_2", + "m_vis", + "gen_pdgid_1", "id_wgt_tau_vsEle_VLoose_2", - "id_tau_vsEle_VTight_2", - "extramuon_veto", - "id_tau_vsJet_Tight_2", - "mass_1", - "puweight", - "metcov10", - "jtag_value_1", - "eta_2", - "met", + "id_wgt_tau_vsJet_VLoose_2", + "mTdileptonMET", + "id_wgt_mu_1", + "genbosonmass", + "bphi_2", + "id_wgt_tau_vsJet_VTight_2", + "jpt_1", + "id_tau_vsJet_Medium_2", + "pt_ttjj", + "q_1", + "pfmet_uncorrected", "jpt_2", - "id_wgt_tau_vsMu_Medium_2", - "mt_1", - "id_tau_vsMu_Medium_2", - "decaymode_2", - "dxy_2", - "id_wgt_tau_vsEle_Medium_2", - "btag_value_2", - "mass_2", + "met", + "mjj", + "event", + "phi_2", + "mass_1", + "gen_m_vis", "iso_1", - "id_tau_vsJet_Loose_2", - "pt_2", - "extraelec_veto", - "phi_1", - "njets", - "id_tau_vsMu_Tight_2", - "jeta_1", + "gen_mass_2", + "id_wgt_tau_vsJet_VVVLoose_2", "gen_phi_1", + "pzetamissvis", + "run", "id_wgt_tau_vsJet_Tight_2", - "id_wgt_tau_vsJet_Medium_2", - "btag_value_1", - "mt_2", - "id_tau_vsJet_VTight_2", - "id_wgt_tau_vsEle_VVTight_2", - "metphi_uncorrected", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsEle_Medium_2", - "jtag_value_2", - "id_tau_vsEle_VVLoose_2", - "genbosonmass", - "id_wgt_tau_vsEle_Tight_2", - "id_wgt_tau_vsJet_Loose_2", - "mTdileptonMET", + "id_wgt_tau_vsMu_Medium_2", + "bphi_1", + "dimuon_veto", "gen_eta_2", - "metphi", - "is_embedding", - "jphi_2", - "id_tau_vsEle_Tight_2", - "is_wjets", + "id_tau_vsJet_Loose_2", + "eta_1", + "dxy_1", + "id_tau_vsJet_VTight_2", + "id_tau_vsJet_VVLoose_2", "gen_pt_1", - "event", - "is_diboson", - "phi_2", - "bpt_2", - "pt_tt", - "gen_eta_1", + "id_tau_vsJet_VVVLoose_2", + "met_uncorrected", + "pfmetphi_uncorrected", "is_ggh_htautau", - "eta_1", - "beta_2", + "njets", + "btag_value_1", + "gen_eta_1", + "pt_vis", + "mass_2", + "is_ttbar", + "metcov11", + "ntaus", + "mt_1", "id_tau_vsMu_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "gen_mass_1", - "is_dyjets", + "id_tau_vsMu_VLoose_2", + "btag_value_2", + "metphi_uncorrected", + "jtag_value_2", + "id_wgt_tau_vsJet_VVLoose_2", + "is_embedding", + "id_tau_vsJet_VLoose_2", + "id_tau_vsJet_Tight_2", + "gen_pdgid_2", + "id_tau_vsJet_VVTight_2", + "jeta_1", + "pt_tt", "metcov01", - "id_wgt_tau_vsEle_Loose_2", - "pt_ttjj", + "dxy_2", "dz_1", - "bphi_2", "taujet_pt_2", - "id_wgt_tau_vsMu_VLoose_2", - "is_data", + "pfmet", + "id_wgt_tau_vsMu_Tight_2", + "gen_taujet_pt_2", "gen_match_2", + "phi_1", + "is_data", + "mt_tot", + "metphi", + "gen_phi_2", + "pt_1", + "q_2", "jeta_2", - "id_wgt_tau_vsJet_VLoose_2", - "dz_2", - "gen_taujet_pt_2", - "id_tau_vsJet_VVVLoose_2", - "iso_wgt_mu_1", - "gen_pdgid_2", - "pzetamissvis", - "id_tau_vsEle_Loose_2", - "id_tau_vsMu_VLoose_2", + "id_tau_vsEle_VTight_2", + "id_tau_vsEle_VLoose_2", + "jphi_1", + "id_tau_vsMu_Tight_2", "id_wgt_tau_vsJet_VVTight_2", - "metcov11", - "is_vbf_htautau", - "dimuon_veto", - "pfmet", + "pt_2", + "gen_mass_1", "id_wgt_tau_vsEle_VVLoose_2", - "id_tau_vsJet_VVTight_2", - "is_ttbar", - "beta_1", - "pt_vis", - "gen_pt_2", - "gen_m_vis", - "gen_mass_2", - "id_wgt_tau_vsJet_VVLoose_2", - "jpt_1", - "q_1", - "metcov00", - "bphi_1", - "pfmet_uncorrected", - "dxy_1", - "run", - "mt_tot", - "pfmetphi_uncorrected", - "gen_phi_2", + "extramuon_veto", "nbtag", - "pfmetphi", - "m_vis", - "ntaus", - "metSumEt", + "extraelec_veto", + "tau_decaymode_2", + "id_tau_vsEle_Medium_2", "lumi", - "id_tau_vsEle_VLoose_2", - "id_wgt_tau_vsMu_Tight_2", - "id_tau_vsJet_Medium_2", - "gen_pdgid_1", - "id_wgt_tau_vsEle_VTight_2", + "is_dyjets", + "puweight", + "is_diboson", "bpt_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_mu_1", - "id_tau_vsEle_VVTight_2", - "pt_1", - "mjj", - "met_uncorrected", + "id_wgt_tau_vsMu_Loose_2", + "beta_2", + "eta_2", + "gen_pt_2", + "pfmetphi", "iso_2", - "nmuons" + "metcov00", + "jphi_2", + "bpt_2", + "id_wgt_tau_vsJet_Medium_2", + "id_tau_vsEle_VVTight_2", + "id_tau_vsEle_Tight_2", + "dz_2", + "is_wjets", + "id_wgt_tau_vsEle_VVTight_2", + "jtag_value_1", + "id_wgt_tau_vsEle_Tight_2", + "tau_decaymode_1", + "mt_2", + "beta_1", + "iso_wgt_mu_1", + "metSumEt", + "id_wgt_tau_vsEle_Medium_2", + "id_tau_vsEle_VVLoose_2", + "id_wgt_tau_vsMu_VLoose_2", + "is_vbf_htautau", + "id_tau_vsMu_Medium_2", + "metcov10", + "id_wgt_tau_vsJet_Loose_2", + "id_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_VTight_2", + "nmuons", + "id_wgt_tau_vsEle_Loose_2" ], "jesUncTotalDown": [ - "bphi_2", - "pzetamissvis", - "bpt_2", + "btag_value_2", + "jtag_value_2", "pt_ttjj", - "jpt_2", - "pt_tt", - "jphi_2", - "jpt_1", - "mt_2", "beta_1", + "mt_1", + "jpt_1", + "jphi_2", "jeta_1", - "beta_2", - "met", + "pfmetphi", + "jpt_2", "mjj", - "jtag_value_1", - "pfmet", - "njets", - "mt_tot", - "mt_1", "jphi_1", - "mTdileptonMET", - "bpt_1", + "pzetamissvis", "jeta_2", + "mt_tot", + "njets", "nbtag", - "jtag_value_2", - "metphi", - "btag_value_2", + "bphi_2", + "jtag_value_1", + "bpt_2", + "met", + "mt_2", "bphi_1", - "pfmetphi", + "bpt_1", + "beta_2", + "metphi", + "pfmet", + "pt_tt", + "mTdileptonMET", "btag_value_1" ], "jesUncTotalUp": [ + "mt_1", + "bpt_1", + "mt_2", + "mTdileptonMET", "bphi_1", + "jtag_value_2", + "bphi_2", "btag_value_2", - "met", - "jphi_2", - "pt_tt", - "beta_1", - "jeta_2", + "pt_ttjj", + "pfmetphi", "nbtag", "jtag_value_1", - "jtag_value_2", "bpt_2", - "pfmet", + "pt_tt", + "jpt_1", + "mjj", "mt_tot", + "jphi_2", + "jeta_2", + "beta_1", + "njets", + "jpt_2", + "pzetamissvis", "jphi_1", "jeta_1", - "mTdileptonMET", - "jpt_1", - "pzetamissvis", - "pt_ttjj", - "metphi", - "mt_1", + "met", "btag_value_1", - "mjj", - "pfmetphi", - "mt_2", - "beta_2", - "njets", - "bpt_1", - "bphi_2", - "jpt_2" + "pfmet", + "metphi", + "beta_2" ], "metUnclusteredEnDown": [ - "metphi", - "mt_tot", + "pzetamissvis", "mt_2", - "met_uncorrected", "met", + "metphi", "mt_1", - "pzetamissvis", + "pt_tt", "metphi_uncorrected", - "pt_ttjj", "mTdileptonMET", - "pt_tt" + "pt_ttjj", + "mt_tot", + "met_uncorrected" ], "metUnclusteredEnUp": [ - "mTdileptonMET", - "mt_2", "mt_1", - "metphi_uncorrected", - "met_uncorrected", "met", - "mt_tot", - "pt_tt", "pzetamissvis", + "mt_2", + "mt_tot", + "met_uncorrected", "metphi", - "pt_ttjj" + "metphi_uncorrected", + "mTdileptonMET", + "pt_ttjj", + "pt_tt" ], "tauES_1prong0pizeroDown": [ - "id_wgt_tau_vsEle_Medium_2", + "beta_1", + "id_tau_vsMu_Medium_2", + "id_tau_vsEle_Tight_2", + "gen_mass_1", + "pfmetphi", + "njets", + "id_wgt_tau_vsMu_Tight_2", + "nbtag", + "id_wgt_tau_vsMu_Loose_2", + "bphi_2", "dxy_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsJet_VVTight_2", - "metphi", - "id_wgt_tau_vsJet_Loose_2", - "id_tau_vsJet_VLoose_2", - "jphi_1", - "iso_wgt_mu_1", - "id_wgt_tau_vsJet_Medium_2", - "mt_2", - "id_wgt_tau_vsEle_VVTight_2", - "btag_value_2", - "id_wgt_tau_vsMu_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", - "id_tau_vsJet_VVVLoose_2", - "id_tau_vsEle_VVLoose_2", + "gen_match_2", + "id_tau_vsJet_Loose_2", + "jeta_1", + "eta_2", + "mt_tot", + "pt_ttjj", + "id_wgt_tau_vsJet_VTight_2", + "gen_pt_2", + "bpt_2", + "id_tau_vsMu_VLoose_2", "beta_2", - "id_wgt_tau_vsMu_Loose_2", - "pt_tt", - "q_1", - "gen_taujet_pt_2", - "id_wgt_tau_vsEle_VTight_2", - "id_tau_vsJet_Medium_2", - "m_vis", - "id_tau_vsMu_Tight_2", + "id_tau_vsEle_VVTight_2", "id_tau_vsEle_VLoose_2", - "bphi_1", - "iso_1", - "mjj", + "ntaus", + "pt_vis", "jeta_2", - "pt_2", + "gen_phi_1", + "dxy_1", "gen_pdgid_1", - "gen_pt_2", "id_tau_vsJet_Tight_2", - "id_wgt_tau_vsEle_VLoose_2", - "met", - "pt_vis", - "jeta_1", - "pfmetphi", - "q_2", - "iso_2", - "pfmet", - "mass_2", - "id_tau_vsJet_Loose_2", - "gen_pt_1", - "gen_mass_1", - "mTdileptonMET", - "ntaus", - "gen_eta_1", - "id_wgt_tau_vsJet_Tight_2", - "bphi_2", - "beta_1", + "btag_value_1", + "metphi", + "jtag_value_2", + "gen_eta_2", + "bpt_1", + "iso_1", + "id_wgt_tau_vsJet_VVLoose_2", "jpt_1", + "id_tau_vsEle_Medium_2", + "id_tau_vsJet_VVTight_2", "id_wgt_tau_vsEle_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsJet_VLoose_2", - "gen_pdgid_2", - "jpt_2", - "pt_ttjj", - "id_wgt_tau_vsMu_Tight_2", - "eta_2", - "id_tau_vsMu_Medium_2", - "jtag_value_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "gen_phi_1", - "id_tau_vsMu_Loose_2", + "tau_decaymode_2", + "id_tau_vsJet_VTight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_tau_vsJet_VVLoose_2", + "btag_value_2", + "id_wgt_tau_vsJet_Medium_2", "id_tau_vsEle_Loose_2", - "decaymode_2", - "id_wgt_tau_vsEle_VVLoose_2", - "bpt_2", - "nbtag", - "jphi_2", - "id_tau_vsEle_VVTight_2", - "dz_2", - "bpt_1", - "id_tau_vsEle_Tight_2", - "dxy_1", - "gen_mass_2", + "id_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "jpt_2", + "m_vis", + "pt_tt", + "gen_m_vis", "id_wgt_tau_vsMu_Medium_2", - "njets", - "btag_value_1", - "id_tau_vsEle_Medium_2", - "mt_1", - "id_tau_vsMu_VLoose_2", + "gen_eta_1", + "iso_wgt_mu_1", + "mTdileptonMET", + "pzetamissvis", + "iso_2", + "id_tau_vsJet_VVVLoose_2", + "phi_2", + "dz_2", + "id_wgt_tau_vsJet_Tight_2", "gen_phi_2", + "id_tau_vsMu_Tight_2", + "id_wgt_tau_vsJet_Loose_2", "id_tau_vsEle_VTight_2", - "gen_match_2", - "id_wgt_tau_vsEle_Tight_2", + "id_wgt_tau_vsJet_VLoose_2", + "mt_2", + "mt_1", "dz_1", - "mt_tot", - "gen_m_vis", - "gen_eta_2", - "id_tau_vsJet_VTight_2", - "phi_2", - "pzetamissvis", + "pfmet", + "jphi_2", + "gen_taujet_pt_2", + "id_tau_vsEle_VVLoose_2", + "id_tau_vsJet_Medium_2", + "mjj", + "id_wgt_tau_vsEle_VVLoose_2", + "gen_pdgid_2", + "id_wgt_tau_vsEle_Medium_2", + "id_tau_vsMu_Loose_2", + "jphi_1", + "bphi_1", + "q_2", + "q_1", + "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_Tight_2", "taujet_pt_2", - "jtag_value_2" - ], - "tauMuFakeEsDown": [ - "pfmetphi", - "beta_1", + "pt_2", + "id_wgt_tau_vsEle_VVTight_2", + "met", + "gen_mass_2", "gen_pt_1", - "jtag_value_2", - "q_1", - "gen_eta_1", - "njets", - "id_tau_vsEle_VTight_2", - "gen_taujet_pt_2", - "btag_value_2", "mass_2", - "eta_2", - "gen_phi_1", - "id_wgt_mu_1", - "jpt_2", - "taujet_pt_2", + "jtag_value_1" + ], + "tauMuFakeEsDown": [ + "id_tau_vsMu_VLoose_2", "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsMu_Medium_2", - "ntaus", - "id_wgt_tau_vsMu_Medium_2", - "bphi_1", - "jphi_1", - "decaymode_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsJet_Medium_2", "jtag_value_1", + "id_tau_vsEle_Tight_2", + "taujet_pt_2", + "q_1", + "mt_1", "gen_pdgid_2", - "iso_wgt_mu_1", + "id_wgt_tau_vsMu_Medium_2", + "jphi_1", + "mt_2", + "bpt_2", + "dz_1", + "id_wgt_tau_vsJet_Loose_2", + "mjj", + "eta_2", + "tau_decaymode_2", + "id_tau_vsEle_VTight_2", + "id_tau_vsJet_Loose_2", + "gen_pdgid_1", "id_wgt_tau_vsEle_VTight_2", - "id_wgt_tau_vsJet_Tight_2", - "gen_m_vis", + "gen_taujet_pt_2", + "id_tau_vsJet_VTight_2", "id_tau_vsJet_VVVLoose_2", - "pt_vis", - "gen_pt_2", - "id_tau_vsJet_VVLoose_2", - "gen_mass_2", - "id_wgt_tau_vsMu_VLoose_2", - "id_tau_vsEle_Medium_2", - "id_wgt_tau_vsJet_VVVLoose_2", - "btag_value_1", - "mass_1", - "gen_match_2", - "jpt_1", - "iso_2", - "jphi_2", - "pt_tt", - "id_tau_vsJet_Tight_2", - "q_2", - "id_wgt_tau_vsJet_VLoose_2", - "id_tau_vsEle_Loose_2", - "id_tau_vsMu_Tight_2", - "bpt_2", - "iso_1", - "beta_2", + "id_tau_vsEle_VVTight_2", "id_tau_vsEle_VLoose_2", - "id_tau_vsJet_Medium_2", "id_wgt_tau_vsMu_Tight_2", - "pfmet", - "gen_mass_1", - "id_tau_vsEle_VVTight_2", - "met", - "nbtag", - "id_tau_vsJet_VVTight_2", - "mt_1", - "gen_eta_2", - "eta_1", - "id_tau_vsJet_VLoose_2", + "id_wgt_tau_vsEle_Tight_2", + "jphi_2", + "ntaus", + "jeta_1", "id_tau_vsEle_VVLoose_2", - "dz_2", - "dxy_1", - "phi_2", - "mt_2", - "mjj", - "mt_tot", + "id_tau_vsJet_Medium_2", + "id_tau_vsJet_VLoose_2", + "gen_pt_1", + "pzetamissvis", + "id_tau_vsMu_Medium_2", + "pt_ttjj", + "beta_2", "id_wgt_tau_vsEle_VVTight_2", + "id_wgt_mu_1", + "id_tau_vsJet_VVTight_2", + "jtag_value_2", + "gen_mass_1", + "jeta_2", + "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsEle_VLoose_2", + "phi_1", + "gen_eta_2", + "bpt_1", + "iso_wgt_mu_1", + "gen_phi_1", + "gen_match_2", + "bphi_1", + "id_tau_vsEle_Loose_2", + "gen_pt_2", "bphi_2", - "extramuon_veto", - "id_wgt_tau_vsJet_Loose_2", - "id_wgt_tau_vsEle_Tight_2", + "nbtag", + "mTdileptonMET", + "beta_1", + "btag_value_1", + "id_tau_vsEle_Medium_2", + "id_wgt_tau_vsEle_VVLoose_2", + "id_tau_vsMu_Loose_2", + "btag_value_2", + "id_wgt_tau_vsJet_VVLoose_2", + "pt_vis", + "dz_2", "m_vis", - "id_tau_vsJet_Loose_2", + "dxy_1", + "gen_mass_2", + "gen_eta_1", + "eta_1", + "pt_tt", + "id_wgt_tau_vsJet_VVVLoose_2", + "id_wgt_tau_vsMu_Loose_2", "id_wgt_tau_vsEle_Medium_2", - "id_wgt_tau_vsEle_Loose_2", - "jeta_1", - "pzetamissvis", - "phi_1", - "id_tau_vsMu_VLoose_2", - "id_wgt_tau_vsEle_VVLoose_2", - "jeta_2", - "gen_pdgid_1", - "gen_phi_2", - "id_tau_vsEle_Tight_2", - "dxy_2", + "mass_1", + "id_wgt_tau_vsJet_VLoose_2", + "pfmet", + "extramuon_veto", + "id_wgt_tau_vsJet_Tight_2", + "id_tau_vsMu_Tight_2", + "phi_2", + "mass_2", + "jpt_1", + "iso_1", + "met", "pt_1", + "iso_2", + "gen_phi_2", "pt_2", - "pt_ttjj", - "dz_1", - "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsJet_VTight_2", - "bpt_1", + "id_tau_vsJet_VVLoose_2", + "dxy_2", "metphi", - "id_wgt_tau_vsEle_VLoose_2", - "mTdileptonMET", - "id_wgt_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_Medium_2", - "id_tau_vsMu_Loose_2" + "njets", + "pfmetphi", + "id_wgt_tau_vsEle_Loose_2", + "id_tau_vsJet_Tight_2", + "jpt_2", + "q_2", + "gen_m_vis", + "mt_tot" ], "vsEleBarrelDown": [ - "id_wgt_tau_vsEle_Medium_2", - "id_wgt_tau_vsEle_Loose_2", "id_wgt_tau_vsEle_Tight_2", "id_wgt_tau_vsEle_VVTight_2", - "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsEle_Medium_2", "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_VTight_2", "id_wgt_tau_vsEle_VVLoose_2" ], "vsJetTau30to35Down": [ + "id_wgt_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsJet_Tight_2", "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_Loose_2", "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", "id_wgt_tau_vsJet_Medium_2", - "id_wgt_tau_vsJet_VLoose_2", - "id_wgt_tau_vsJet_Loose_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_wgt_tau_vsJet_Tight_2" + "id_wgt_tau_vsJet_VVLoose_2" ], "vsMuWheel1Down": [ - "id_wgt_tau_vsMu_Medium_2", - "id_wgt_tau_vsMu_VLoose_2", "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsMu_Medium_2", "id_wgt_tau_vsMu_Loose_2" ] }, "mm": { "": [ - "id_tau_vsJet_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "jphi_1", - "q_2", + "m_vis", + "gen_pdgid_1", "id_wgt_tau_vsEle_VLoose_2", - "id_tau_vsEle_VTight_2", - "extramuon_veto", - "id_tau_vsJet_Tight_2", - "mass_1", - "puweight", - "metcov10", - "jtag_value_1", - "eta_2", - "met", + "id_wgt_tau_vsJet_VLoose_2", + "mTdileptonMET", + "id_wgt_mu_1", + "genbosonmass", + "bphi_2", + "id_wgt_tau_vsJet_VTight_2", + "jpt_1", + "id_tau_vsJet_Medium_2", + "pt_ttjj", + "q_1", + "pfmet_uncorrected", "jpt_2", - "id_wgt_tau_vsMu_Medium_2", - "mt_1", - "id_tau_vsMu_Medium_2", - "decaymode_2", - "dxy_2", - "id_wgt_tau_vsEle_Medium_2", - "btag_value_2", - "mass_2", + "met", + "mjj", + "event", + "phi_2", + "mass_1", + "gen_m_vis", "iso_1", - "id_tau_vsJet_Loose_2", - "pt_2", - "extraelec_veto", - "phi_1", - "njets", - "id_tau_vsMu_Tight_2", - "jeta_1", + "gen_mass_2", + "id_wgt_tau_vsJet_VVVLoose_2", "gen_phi_1", + "pzetamissvis", + "run", "id_wgt_tau_vsJet_Tight_2", - "id_wgt_tau_vsJet_Medium_2", - "btag_value_1", - "mt_2", + "id_wgt_tau_vsMu_Medium_2", + "bphi_1", + "dimuon_veto", + "gen_eta_2", + "id_tau_vsJet_Loose_2", + "eta_1", + "dxy_1", "id_tau_vsJet_VTight_2", - "id_wgt_tau_vsEle_VVTight_2", + "id_tau_vsJet_VVLoose_2", + "gen_pt_1", + "id_tau_vsJet_VVVLoose_2", + "met_uncorrected", + "pfmetphi_uncorrected", + "is_ggh_htautau", + "njets", + "btag_value_1", + "gen_eta_1", + "pt_vis", + "mass_2", + "is_ttbar", + "metcov11", + "ntaus", + "mt_1", + "id_tau_vsMu_Loose_2", + "id_tau_vsMu_VLoose_2", + "btag_value_2", "metphi_uncorrected", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsEle_Medium_2", "jtag_value_2", - "id_tau_vsEle_VVLoose_2", - "genbosonmass", - "id_wgt_tau_vsEle_Tight_2", - "id_wgt_tau_vsJet_Loose_2", - "mTdileptonMET", - "gen_eta_2", - "metphi", + "id_wgt_tau_vsJet_VVLoose_2", "is_embedding", - "jphi_2", - "id_tau_vsEle_Tight_2", - "is_wjets", - "gen_pt_1", - "event", - "is_diboson", - "phi_2", - "bpt_2", + "id_tau_vsJet_VLoose_2", + "id_tau_vsJet_Tight_2", + "gen_pdgid_2", + "id_tau_vsJet_VVTight_2", + "jeta_1", "pt_tt", - "gen_eta_1", - "is_ggh_htautau", - "eta_1", - "beta_2", - "id_tau_vsMu_Loose_2", - "id_wgt_tau_vsJet_VTight_2", - "gen_mass_1", - "is_dyjets", "metcov01", - "id_wgt_tau_vsEle_Loose_2", - "pt_ttjj", + "dxy_2", "dz_1", - "bphi_2", "taujet_pt_2", - "id_wgt_tau_vsMu_VLoose_2", - "is_data", + "pfmet", + "id_wgt_tau_vsMu_Tight_2", + "gen_taujet_pt_2", "gen_match_2", + "phi_1", + "is_data", + "mt_tot", + "metphi", + "gen_phi_2", + "pt_1", + "q_2", "jeta_2", - "id_wgt_tau_vsJet_VLoose_2", - "dz_2", - "gen_taujet_pt_2", - "id_tau_vsJet_VVVLoose_2", - "iso_wgt_mu_1", - "gen_pdgid_2", - "pzetamissvis", - "id_tau_vsEle_Loose_2", - "id_tau_vsMu_VLoose_2", + "id_tau_vsEle_VTight_2", + "id_tau_vsEle_VLoose_2", + "jphi_1", + "id_tau_vsMu_Tight_2", "id_wgt_tau_vsJet_VVTight_2", - "metcov11", - "is_vbf_htautau", - "dimuon_veto", - "pfmet", + "pt_2", + "gen_mass_1", "id_wgt_tau_vsEle_VVLoose_2", - "id_tau_vsJet_VVTight_2", - "is_ttbar", - "beta_1", - "pt_vis", - "gen_pt_2", - "gen_m_vis", - "gen_mass_2", - "id_wgt_tau_vsJet_VVLoose_2", - "jpt_1", - "q_1", - "metcov00", - "bphi_1", - "pfmet_uncorrected", - "dxy_1", - "run", - "mt_tot", - "pfmetphi_uncorrected", - "gen_phi_2", + "extramuon_veto", "nbtag", + "extraelec_veto", + "tau_decaymode_2", + "id_tau_vsEle_Medium_2", + "lumi", + "is_dyjets", + "puweight", + "is_diboson", + "bpt_1", + "id_wgt_tau_vsMu_Loose_2", + "beta_2", + "eta_2", + "gen_pt_2", "pfmetphi", - "m_vis", - "ntaus", + "iso_2", + "metcov00", + "jphi_2", + "bpt_2", + "id_wgt_tau_vsJet_Medium_2", + "id_tau_vsEle_VVTight_2", + "id_tau_vsEle_Tight_2", + "dz_2", + "is_wjets", + "id_wgt_tau_vsEle_VVTight_2", + "jtag_value_1", + "id_wgt_tau_vsEle_Tight_2", + "tau_decaymode_1", + "mt_2", + "beta_1", + "iso_wgt_mu_1", "metSumEt", - "lumi", - "id_tau_vsEle_VLoose_2", - "id_wgt_tau_vsMu_Tight_2", - "id_tau_vsJet_Medium_2", - "gen_pdgid_1", + "id_wgt_tau_vsEle_Medium_2", + "id_tau_vsEle_VVLoose_2", + "id_wgt_tau_vsMu_VLoose_2", + "is_vbf_htautau", + "id_tau_vsMu_Medium_2", + "metcov10", + "id_wgt_tau_vsJet_Loose_2", + "id_tau_vsEle_Loose_2", "id_wgt_tau_vsEle_VTight_2", - "bpt_1", - "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_mu_1", - "id_tau_vsEle_VVTight_2", - "pt_1", - "mjj", - "met_uncorrected", - "iso_2", - "nmuons" + "nmuons", + "id_wgt_tau_vsEle_Loose_2" ], "jesUncTotalDown": [ - "bphi_2", - "pzetamissvis", - "bpt_2", + "btag_value_2", + "jtag_value_2", "pt_ttjj", - "jpt_2", - "pt_tt", - "jphi_2", - "jpt_1", - "mt_2", "beta_1", + "mt_1", + "jpt_1", + "jphi_2", "jeta_1", - "beta_2", - "met", + "pfmetphi", + "jpt_2", "mjj", - "jtag_value_1", - "pfmet", - "njets", - "mt_tot", - "mt_1", "jphi_1", - "mTdileptonMET", - "bpt_1", + "pzetamissvis", "jeta_2", + "mt_tot", + "njets", "nbtag", - "jtag_value_2", - "metphi", - "btag_value_2", + "bphi_2", + "jtag_value_1", + "bpt_2", + "met", + "mt_2", "bphi_1", - "pfmetphi", + "bpt_1", + "beta_2", + "metphi", + "pfmet", + "pt_tt", + "mTdileptonMET", "btag_value_1" ], "jesUncTotalUp": [ + "mt_1", + "bpt_1", + "mt_2", + "mTdileptonMET", "bphi_1", + "jtag_value_2", + "bphi_2", "btag_value_2", - "met", - "jphi_2", - "pt_tt", - "beta_1", - "jeta_2", + "pt_ttjj", + "pfmetphi", "nbtag", "jtag_value_1", - "jtag_value_2", "bpt_2", - "pfmet", + "pt_tt", + "jpt_1", + "mjj", "mt_tot", + "jphi_2", + "jeta_2", + "beta_1", + "njets", + "jpt_2", + "pzetamissvis", "jphi_1", "jeta_1", - "mTdileptonMET", - "jpt_1", - "pzetamissvis", - "pt_ttjj", - "metphi", - "mt_1", + "met", "btag_value_1", - "mjj", - "pfmetphi", - "mt_2", - "beta_2", - "njets", - "bpt_1", - "bphi_2", - "jpt_2" + "pfmet", + "metphi", + "beta_2" ], "metUnclusteredEnDown": [ - "metphi", - "mt_tot", + "pzetamissvis", "mt_2", - "met_uncorrected", "met", + "metphi", "mt_1", - "pzetamissvis", + "pt_tt", "metphi_uncorrected", - "pt_ttjj", "mTdileptonMET", - "pt_tt" + "pt_ttjj", + "mt_tot", + "met_uncorrected" ], "metUnclusteredEnUp": [ - "mTdileptonMET", - "mt_2", "mt_1", - "metphi_uncorrected", - "met_uncorrected", "met", - "mt_tot", - "pt_tt", "pzetamissvis", + "mt_2", + "mt_tot", + "met_uncorrected", "metphi", - "pt_ttjj" + "metphi_uncorrected", + "mTdileptonMET", + "pt_ttjj", + "pt_tt" ], "tauES_1prong0pizeroDown": [ - "id_wgt_tau_vsEle_Medium_2", + "beta_1", + "id_tau_vsMu_Medium_2", + "id_tau_vsEle_Tight_2", + "gen_mass_1", + "pfmetphi", + "njets", + "id_wgt_tau_vsMu_Tight_2", + "nbtag", + "id_wgt_tau_vsMu_Loose_2", + "bphi_2", "dxy_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsJet_VVTight_2", + "gen_match_2", + "id_tau_vsJet_Loose_2", + "jeta_1", + "eta_2", + "mt_tot", + "pt_ttjj", + "id_wgt_tau_vsJet_VTight_2", + "gen_pt_2", + "bpt_2", + "id_tau_vsMu_VLoose_2", + "beta_2", + "id_tau_vsEle_VVTight_2", + "id_tau_vsEle_VLoose_2", + "ntaus", + "pt_vis", + "jeta_2", + "gen_phi_1", + "dxy_1", + "gen_pdgid_1", + "id_tau_vsJet_Tight_2", + "btag_value_1", "metphi", - "id_wgt_tau_vsJet_Loose_2", + "jtag_value_2", + "gen_eta_2", + "bpt_1", + "iso_1", + "id_wgt_tau_vsJet_VVLoose_2", + "jpt_1", + "id_tau_vsEle_Medium_2", + "id_tau_vsJet_VVTight_2", + "id_wgt_tau_vsEle_Loose_2", + "tau_decaymode_2", + "id_tau_vsJet_VTight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_tau_vsJet_VVLoose_2", + "btag_value_2", + "id_wgt_tau_vsJet_Medium_2", + "id_tau_vsEle_Loose_2", "id_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsJet_VVVLoose_2", + "jpt_2", + "m_vis", + "pt_tt", + "gen_m_vis", + "id_wgt_tau_vsMu_Medium_2", + "gen_eta_1", + "iso_wgt_mu_1", + "mTdileptonMET", + "pzetamissvis", + "iso_2", + "id_tau_vsJet_VVVLoose_2", + "phi_2", + "dz_2", + "id_wgt_tau_vsJet_Tight_2", + "gen_phi_2", + "id_tau_vsMu_Tight_2", + "id_wgt_tau_vsJet_Loose_2", + "id_tau_vsEle_VTight_2", + "id_wgt_tau_vsJet_VLoose_2", + "mt_2", + "mt_1", + "dz_1", + "pfmet", + "jphi_2", + "gen_taujet_pt_2", + "id_tau_vsEle_VVLoose_2", + "id_tau_vsJet_Medium_2", + "mjj", + "id_wgt_tau_vsEle_VVLoose_2", + "gen_pdgid_2", + "id_wgt_tau_vsEle_Medium_2", + "id_tau_vsMu_Loose_2", + "jphi_1", + "bphi_1", + "q_2", + "q_1", + "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_Tight_2", + "taujet_pt_2", + "pt_2", + "id_wgt_tau_vsEle_VVTight_2", + "met", + "gen_mass_2", + "gen_pt_1", + "mass_2", + "jtag_value_1" + ], + "tauMuFakeEsDown": [ + "id_tau_vsMu_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsJet_Medium_2", + "jtag_value_1", + "id_tau_vsEle_Tight_2", + "taujet_pt_2", + "q_1", + "mt_1", + "gen_pdgid_2", + "id_wgt_tau_vsMu_Medium_2", "jphi_1", - "iso_wgt_mu_1", - "id_wgt_tau_vsJet_Medium_2", "mt_2", - "id_wgt_tau_vsEle_VVTight_2", - "btag_value_2", - "id_wgt_tau_vsMu_VLoose_2", - "id_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", - "id_tau_vsJet_VVVLoose_2", - "id_tau_vsEle_VVLoose_2", - "beta_2", - "id_wgt_tau_vsMu_Loose_2", - "pt_tt", - "q_1", - "gen_taujet_pt_2", - "id_wgt_tau_vsEle_VTight_2", - "id_tau_vsJet_Medium_2", - "m_vis", - "id_tau_vsMu_Tight_2", - "id_tau_vsEle_VLoose_2", - "bphi_1", - "iso_1", + "bpt_2", + "dz_1", + "id_wgt_tau_vsJet_Loose_2", "mjj", - "jeta_2", - "pt_2", + "eta_2", + "tau_decaymode_2", + "id_tau_vsEle_VTight_2", + "id_tau_vsJet_Loose_2", "gen_pdgid_1", - "gen_pt_2", - "id_tau_vsJet_Tight_2", - "id_wgt_tau_vsEle_VLoose_2", - "met", - "pt_vis", + "id_wgt_tau_vsEle_VTight_2", + "gen_taujet_pt_2", + "id_tau_vsJet_VTight_2", + "id_tau_vsJet_VVVLoose_2", + "id_tau_vsEle_VVTight_2", + "id_tau_vsEle_VLoose_2", + "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsEle_Tight_2", + "jphi_2", + "ntaus", "jeta_1", - "pfmetphi", - "q_2", - "iso_2", - "pfmet", - "mass_2", - "id_tau_vsJet_Loose_2", + "id_tau_vsEle_VVLoose_2", + "id_tau_vsJet_Medium_2", + "id_tau_vsJet_VLoose_2", "gen_pt_1", + "pzetamissvis", + "id_tau_vsMu_Medium_2", + "pt_ttjj", + "beta_2", + "id_wgt_tau_vsEle_VVTight_2", + "id_wgt_mu_1", + "id_tau_vsJet_VVTight_2", + "jtag_value_2", "gen_mass_1", - "mTdileptonMET", - "ntaus", - "gen_eta_1", - "id_wgt_tau_vsJet_Tight_2", - "bphi_2", - "beta_1", - "jpt_1", - "id_wgt_tau_vsEle_Loose_2", + "jeta_2", "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsJet_VLoose_2", - "gen_pdgid_2", - "jpt_2", - "pt_ttjj", - "id_wgt_tau_vsMu_Tight_2", - "eta_2", - "id_tau_vsMu_Medium_2", - "jtag_value_1", - "id_wgt_tau_vsJet_VVVLoose_2", + "id_wgt_tau_vsEle_VLoose_2", + "phi_1", + "gen_eta_2", + "bpt_1", + "iso_wgt_mu_1", "gen_phi_1", - "id_tau_vsMu_Loose_2", + "gen_match_2", + "bphi_1", "id_tau_vsEle_Loose_2", - "decaymode_2", - "id_wgt_tau_vsEle_VVLoose_2", - "bpt_2", + "gen_pt_2", + "bphi_2", "nbtag", - "jphi_2", - "id_tau_vsEle_VVTight_2", - "dz_2", - "bpt_1", - "id_tau_vsEle_Tight_2", - "dxy_1", - "gen_mass_2", - "id_wgt_tau_vsMu_Medium_2", - "njets", + "mTdileptonMET", + "beta_1", "btag_value_1", "id_tau_vsEle_Medium_2", - "mt_1", - "id_tau_vsMu_VLoose_2", - "gen_phi_2", - "id_tau_vsEle_VTight_2", - "gen_match_2", - "id_wgt_tau_vsEle_Tight_2", - "dz_1", - "mt_tot", - "gen_m_vis", - "gen_eta_2", - "id_tau_vsJet_VTight_2", - "phi_2", - "pzetamissvis", - "taujet_pt_2", - "jtag_value_2" - ], - "tauMuFakeEsDown": [ - "pfmetphi", - "beta_1", - "gen_pt_1", - "jtag_value_2", - "q_1", - "gen_eta_1", - "njets", - "id_tau_vsEle_VTight_2", - "gen_taujet_pt_2", + "id_wgt_tau_vsEle_VVLoose_2", + "id_tau_vsMu_Loose_2", "btag_value_2", - "mass_2", - "eta_2", - "gen_phi_1", - "id_wgt_mu_1", - "jpt_2", - "taujet_pt_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_tau_vsMu_Medium_2", - "ntaus", - "id_wgt_tau_vsMu_Medium_2", - "bphi_1", - "jphi_1", - "decaymode_2", - "jtag_value_1", - "gen_pdgid_2", - "iso_wgt_mu_1", - "id_wgt_tau_vsEle_VTight_2", - "id_wgt_tau_vsJet_Tight_2", - "gen_m_vis", - "id_tau_vsJet_VVVLoose_2", + "id_wgt_tau_vsJet_VVLoose_2", "pt_vis", - "gen_pt_2", - "id_tau_vsJet_VVLoose_2", + "dz_2", + "m_vis", + "dxy_1", "gen_mass_2", - "id_wgt_tau_vsMu_VLoose_2", - "id_tau_vsEle_Medium_2", + "gen_eta_1", + "eta_1", + "pt_tt", "id_wgt_tau_vsJet_VVVLoose_2", - "btag_value_1", + "id_wgt_tau_vsMu_Loose_2", + "id_wgt_tau_vsEle_Medium_2", "mass_1", - "gen_match_2", - "jpt_1", - "iso_2", - "jphi_2", - "pt_tt", - "id_tau_vsJet_Tight_2", - "q_2", "id_wgt_tau_vsJet_VLoose_2", - "id_tau_vsEle_Loose_2", + "pfmet", + "extramuon_veto", + "id_wgt_tau_vsJet_Tight_2", "id_tau_vsMu_Tight_2", - "bpt_2", + "phi_2", + "mass_2", + "jpt_1", "iso_1", - "beta_2", - "id_tau_vsEle_VLoose_2", - "id_tau_vsJet_Medium_2", - "id_wgt_tau_vsMu_Tight_2", - "pfmet", - "gen_mass_1", - "id_tau_vsEle_VVTight_2", "met", - "nbtag", - "id_tau_vsJet_VVTight_2", - "mt_1", - "gen_eta_2", - "eta_1", - "id_tau_vsJet_VLoose_2", - "id_tau_vsEle_VVLoose_2", - "dz_2", - "dxy_1", - "phi_2", - "mt_2", - "mjj", - "mt_tot", - "id_wgt_tau_vsEle_VVTight_2", - "bphi_2", - "extramuon_veto", - "id_wgt_tau_vsJet_Loose_2", - "id_wgt_tau_vsEle_Tight_2", - "m_vis", - "id_tau_vsJet_Loose_2", - "id_wgt_tau_vsEle_Medium_2", - "id_wgt_tau_vsEle_Loose_2", - "jeta_1", - "pzetamissvis", - "phi_1", - "id_tau_vsMu_VLoose_2", - "id_wgt_tau_vsEle_VVLoose_2", - "jeta_2", - "gen_pdgid_1", - "gen_phi_2", - "id_tau_vsEle_Tight_2", - "dxy_2", "pt_1", + "iso_2", + "gen_phi_2", "pt_2", - "pt_ttjj", - "dz_1", - "id_wgt_tau_vsJet_VTight_2", - "id_wgt_tau_vsMu_Loose_2", - "id_tau_vsJet_VTight_2", - "bpt_1", + "id_tau_vsJet_VVLoose_2", + "dxy_2", "metphi", - "id_wgt_tau_vsEle_VLoose_2", - "mTdileptonMET", - "id_wgt_tau_vsJet_VVLoose_2", - "id_wgt_tau_vsJet_Medium_2", - "id_tau_vsMu_Loose_2" + "njets", + "pfmetphi", + "id_wgt_tau_vsEle_Loose_2", + "id_tau_vsJet_Tight_2", + "jpt_2", + "q_2", + "gen_m_vis", + "mt_tot" ], "vsEleBarrelDown": [ - "id_wgt_tau_vsEle_Medium_2", - "id_wgt_tau_vsEle_Loose_2", "id_wgt_tau_vsEle_Tight_2", "id_wgt_tau_vsEle_VVTight_2", - "id_wgt_tau_vsEle_VTight_2", + "id_wgt_tau_vsEle_Medium_2", "id_wgt_tau_vsEle_VLoose_2", + "id_wgt_tau_vsEle_Loose_2", + "id_wgt_tau_vsEle_VTight_2", "id_wgt_tau_vsEle_VVLoose_2" ], "vsJetTau30to35Down": [ + "id_wgt_tau_vsJet_VLoose_2", + "id_wgt_tau_vsJet_VVTight_2", + "id_wgt_tau_vsJet_Tight_2", "id_wgt_tau_vsJet_VTight_2", + "id_wgt_tau_vsJet_Loose_2", "id_wgt_tau_vsJet_VVVLoose_2", - "id_wgt_tau_vsJet_VVLoose_2", "id_wgt_tau_vsJet_Medium_2", - "id_wgt_tau_vsJet_VLoose_2", - "id_wgt_tau_vsJet_Loose_2", - "id_wgt_tau_vsJet_VVTight_2", - "id_wgt_tau_vsJet_Tight_2" + "id_wgt_tau_vsJet_VVLoose_2" ], "vsMuWheel1Down": [ - "id_wgt_tau_vsMu_Medium_2", - "id_wgt_tau_vsMu_VLoose_2", "id_wgt_tau_vsMu_Tight_2", + "id_wgt_tau_vsMu_VLoose_2", + "id_wgt_tau_vsMu_Medium_2", "id_wgt_tau_vsMu_Loose_2" ] } diff --git a/analysis_configurations/unittest/generate_input_map.py b/analysis_configurations/unittest/generate_input_map.py index 76f44482..b34ff8a8 100644 --- a/analysis_configurations/unittest/generate_input_map.py +++ b/analysis_configurations/unittest/generate_input_map.py @@ -1,12 +1,39 @@ import ROOT -import glob +import argparse import os import json +def parse_arguments(): + parser = argparse.ArgumentParser( + description="Generate a json file containing the mapping of shifts to quantities" + ) + parser.add_argument( + "--input", + "-i", + type=str, + help="Input ROOT file containing the shift quantities map", + required=True, + ) + parser.add_argument( + "--output", + "-o", + type=str, + help="Output json file containing the shift quantities map", + required=True, + ) + return parser.parse_args() + + def load_crown_mapping(filename): data = {} - ROOT.gInterpreter.GenerateDictionary("map >", "map") + ROOT.gSystem.Load( + os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "../../code_generation", + "maplib.so", + ) + ) f = ROOT.TFile.Open(filename) name = "shift_quantities_map" m = f.Get(name) @@ -14,19 +41,16 @@ def load_crown_mapping(filename): data[str(shift)] = [str(quantity) for quantity in quantities] f.Close() print("Cleaning up autogenerated files") - # cleanup autogenerated files - # for f in glob.glob("AutoDict_*"): - # os.remove(f) return data +args = parse_arguments() + # dump the data to a json file data = {} data["2018"] = {} data["2018"]["dyjets"] = {} for scope in ["et", "mt", "mm"]: - data["2018"]["dyjets"][scope] = load_crown_mapping( - "/work/sbrommer/ntuple_prototype/CROWNTestingSamples/CrownNtuple.root" - ) -with open("dyjets_shift_quantities_map.json", "w") as f: + data["2018"]["dyjets"][scope] = load_crown_mapping(args.input) +with open(args.output, "w") as f: json.dump(data, f, indent=4) diff --git a/analysis_configurations/unittest/unittest_friends_2.py b/analysis_configurations/unittest/unittest_friends_2.py index c4459811..1f87b7dd 100644 --- a/analysis_configurations/unittest/unittest_friends_2.py +++ b/analysis_configurations/unittest/unittest_friends_2.py @@ -1,6 +1,7 @@ from __future__ import annotations # needed for type annotations in > python 3.7 from typing import List, Union +import os from .producers import muon_sf_friends as muon_sf_friends from .producers import pairquantities as pairquantities from .quantities import output as q @@ -21,8 +22,16 @@ def build_config( available_sample_types: List[str], available_eras: List[str], available_scopes: List[str], - quantities_map: Union[str, None] = None, + quantities_map: Union[ List[str], None] = None, ): + quantities_map = [os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "dyjets_shift_quantities_map.json", + ), + os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "dyjets_friend_shift_quantities_map.json", + ),] # for the test, we provide a quantities map configuration = FriendTreeConfiguration( era, diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 53b602f5..36f4b2c1 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -16,16 +16,31 @@ endforeach() # add friend tree test # Add target to download input file -add_test(NAME friends_download_sample +add_test(NAME single_friend_download_sample WORKING_DIRECTORY ${INSTALLDIR} COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/CrownNtuple.root) -set_tests_properties(friends_download_sample PROPERTIES FIXTURES_SETUP friends_download_sample LABELS friends_download) +set_tests_properties(single_friend_download_sample PROPERTIES FIXTURES_SETUP single_friend_download_sample LABELS single_friend_download) # Generate a test for each generated target foreach(TARGET_NAME ${TARGET_NAMES}) message(STATUS "Add test for target ${TARGET_NAME}") - add_test(NAME friends_ntuple_${TARGET_NAME} + add_test(NAME single_friend_ntuple_${TARGET_NAME} WORKING_DIRECTORY ${INSTALLDIR} COMMAND ${TARGET_NAME} output_${TARGET_NAME}.root CrownNtuple.root) - set_tests_properties(friends_ntuple_${TARGET_NAME} PROPERTIES FIXTURES_REQUIRED friends_download_sample LABELS friends_run) + set_tests_properties(single_friend_ntuple_${TARGET_NAME} PROPERTIES FIXTURES_REQUIRED single_friend_download_sample LABELS single_friend_run) +endforeach() + +# Add target to download input file +add_test(NAME two_friends_download_sample + WORKING_DIRECTORY ${INSTALLDIR} + COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/CrownNtuple_friend.root) +set_tests_properties(two_friends_download_sample PROPERTIES FIXTURES_SETUP two_friends_download_sample LABELS two_friends_download) + +# Generate a test for each generated target +foreach(TARGET_NAME ${TARGET_NAMES}) + message(STATUS "Add test for target ${TARGET_NAME}") + add_test(NAME two_friends_ntuple_${TARGET_NAME} + WORKING_DIRECTORY ${INSTALLDIR} + COMMAND ${TARGET_NAME} output_${TARGET_NAME}.root CrownNtuple.root CrownNtuple_friend.root) + set_tests_properties(two_friends_ntuple_${TARGET_NAME} PROPERTIES FIXTURES_REQUIRED two_friends_download_sample LABELS two_friends_run) endforeach() From aa5c9e0d5f025cf7ccc8cf6dfbc04dba568a7c02 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 17:21:48 +0200 Subject: [PATCH 156/284] update testfiles curl command --- .github/workflows/checks.yml | 11 +++++----- .../unittest/unittest_friends_2.py | 20 ++++++++++--------- tests/CMakeLists.txt | 2 +- 3 files changed, 18 insertions(+), 15 deletions(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 0cbac5d5..582d887d 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -17,8 +17,9 @@ env: ERAS: 2018 SCOPES: "mt,mm,et" SHIFTS: "all" - FRIEND_SCOPES: "mt,mm" + SINGLE_FRIEND_SCOPES: "mt,mm" SINGLE_FRIEND_CONFIG: unittest_friends + TWO_FRIEND_SCOPES: "mt" TWO_FRIEND_CONFIG: unittest_friends_2 FRIEND_SHIFTS: "nominal,jesUncTotalUp,jesUncTotalDown,tauMuFakeEsDown" @@ -66,7 +67,7 @@ jobs: shell: bash run: cd ${{github.workspace}}/build && ctest -V --label-regex "ntuple.*." - build_single_friends: + build_single_friend: runs-on: ubuntu-20.04 container: image: rootproject/root:6.28.04-arch @@ -100,7 +101,7 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$SINGLE_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$SINGLE_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false -DQUANTITIESMAP="dummy" - name: Build shell: bash @@ -108,7 +109,7 @@ jobs: - name: Test shell: bash - run: cd ${{github.workspace}}/build && ctest -V --label-regex "single_friends.*." + run: cd ${{github.workspace}}/build && ctest -V --label-regex "single_friend.*." build_two_friends: runs-on: ubuntu-20.04 @@ -144,7 +145,7 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$TWO_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$TWO_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$TWO_FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false -DQUANTITIESMAP="dummy" - name: Build shell: bash diff --git a/analysis_configurations/unittest/unittest_friends_2.py b/analysis_configurations/unittest/unittest_friends_2.py index 1f87b7dd..67afe79d 100644 --- a/analysis_configurations/unittest/unittest_friends_2.py +++ b/analysis_configurations/unittest/unittest_friends_2.py @@ -22,16 +22,18 @@ def build_config( available_sample_types: List[str], available_eras: List[str], available_scopes: List[str], - quantities_map: Union[ List[str], None] = None, + quantities_map: Union[List[str], None] = None, ): - quantities_map = [os.path.join( - os.path.dirname(os.path.abspath(__file__)), - "dyjets_shift_quantities_map.json", - ), - os.path.join( - os.path.dirname(os.path.abspath(__file__)), - "dyjets_friend_shift_quantities_map.json", - ),] + quantities_map = [ + os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "dyjets_shift_quantities_map.json", + ), + os.path.join( + os.path.dirname(os.path.abspath(__file__)), + "dyjets_friend_shift_quantities_map.json", + ), + ] # for the test, we provide a quantities map configuration = FriendTreeConfiguration( era, diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 36f4b2c1..1f1e8228 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -33,7 +33,7 @@ endforeach() # Add target to download input file add_test(NAME two_friends_download_sample WORKING_DIRECTORY ${INSTALLDIR} - COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/CrownNtuple_friend.root) + COMMAND curl -OL https://github.com/KIT-CMS/CROWNTestingSamples/raw/main/{CrownNtuple_friend.root,CrownNtuple.root} ) set_tests_properties(two_friends_download_sample PROPERTIES FIXTURES_SETUP two_friends_download_sample LABELS two_friends_download) # Generate a test for each generated target From 15cdac3011c7f0bf2802a217e3933e917de22881 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 17:41:00 +0200 Subject: [PATCH 157/284] fix single friend check, cutflow check --- .github/workflows/checks.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 582d887d..4c0a5450 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -19,8 +19,8 @@ env: SHIFTS: "all" SINGLE_FRIEND_SCOPES: "mt,mm" SINGLE_FRIEND_CONFIG: unittest_friends - TWO_FRIEND_SCOPES: "mt" - TWO_FRIEND_CONFIG: unittest_friends_2 + TWO_FRIENDS_SCOPES: "mt" + TWO_FRIENDS_CONFIG: unittest_friends_2 FRIEND_SHIFTS: "nominal,jesUncTotalUp,jesUncTotalDown,tauMuFakeEsDown" jobs: @@ -101,7 +101,7 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$SINGLE_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false -DQUANTITIESMAP="dummy" + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$SINGLE_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$SINGLE_FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false -DQUANTITIESMAP="dummy" - name: Build shell: bash @@ -145,7 +145,7 @@ jobs: - name: Configure CMake shell: bash - run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$TWO_FRIEND_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$TWO_FRIEND_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false -DQUANTITIESMAP="dummy" + run: cd ${{github.workspace}}/build && cmake $GITHUB_WORKSPACE -DCMAKE_BUILD_TYPE=$BUILD_TYPE -DANALYSIS=$ANALYSIS -DCONFIG=$TWO_FRIENDS_CONFIG -DSAMPLES=$SAMPLES -DERAS=$ERAS -DSCOPES=$TWO_FRIENDS_SCOPES -DSHIFTS=$FRIEND_SHIFTS -DOPTIMIZED=false -DQUANTITIESMAP="dummy" - name: Build shell: bash From b01b49b8b8bed6b0da159350e003aa07e7fef81c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 17:41:11 +0200 Subject: [PATCH 158/284] fix single friend check, cutflow check --- code_generation/analysis_template_friends.cxx | 20 ++++++++++++------- 1 file changed, 13 insertions(+), 7 deletions(-) diff --git a/code_generation/analysis_template_friends.cxx b/code_generation/analysis_template_friends.cxx index 1ea244bd..5b829c24 100644 --- a/code_generation/analysis_template_friends.cxx +++ b/code_generation/analysis_template_friends.cxx @@ -44,15 +44,15 @@ int validate_rootfile(std::string file, std::string &basetree) { if (list->FindObject("Events")) { TTree *t1 = (TTree *)f1->Get("Events"); nevents += t1->GetEntries(); - Logger::get("main")->info("NanoAOD input_file: {} - {} Events", - file, t1->GetEntries()); + Logger::get("main")->info("NanoAOD input_file: {} - {} Events", file, + t1->GetEntries()); return nevents; } else if (list->FindObject("ntuple")) { TTree *t1 = (TTree *)f1->Get("ntuple"); nevents += t1->GetEntries(); basetree = "ntuple"; - Logger::get("main")->info("CROWN input_file: {} - {} Events", - file, t1->GetEntries()); + Logger::get("main")->info("CROWN input_file: {} - {} Events", file, + t1->GetEntries()); return nevents; } else { Logger::get("main")->critical("File {} does not contain a tree " @@ -144,7 +144,7 @@ int main(int argc, char *argv[]) { Logger::get("main")->debug("Adding friend file {}", friend_file); friend_chain->Add(friend_file.c_str()); // then add the friend to the main dataset - dataset.AddFriend(friend_chain, chain_name.c_str() ); + dataset.AddFriend(friend_chain, chain_name.c_str()); friends.push_back(friend_chain); } // initialize df @@ -154,8 +154,9 @@ int main(int argc, char *argv[]) { for (auto const &branch : df0.GetColumnNames()) { Logger::get("main")->debug("{}", branch); } - Logger::get("main")->info("Starting Setup of Dataframe with {} events and {} friends", - nevents, nfriends); + Logger::get("main")->info( + "Starting Setup of Dataframe with {} events and {} friends", nevents, + nfriends); std::vector> cutReports; // setup output files // {OUTPUT_PATHS} @@ -219,6 +220,11 @@ int main(int argc, char *argv[]) { cutflow.SetTitle("cutflow"); // iterate through the cutflow vector and fill the histogram with // the .GetPass() values + if (cutReports.size() < scope_counter) { + Logger::get("main")->critical( + "cutReports vector is too small, this should not happen"); + return 1; + } for (auto cut = cutReports[scope_counter].begin(); cut != cutReports[scope_counter].end(); cut++) { cutflow.SetBinContent( From 3b5f3dd8df77875ab65b6c9a9c1ef46d7f5439ab Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 28 Aug 2023 17:55:57 +0200 Subject: [PATCH 159/284] fix static code error --- code_generation/analysis_template_friends.cxx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/code_generation/analysis_template_friends.cxx b/code_generation/analysis_template_friends.cxx index 5b829c24..049475da 100644 --- a/code_generation/analysis_template_friends.cxx +++ b/code_generation/analysis_template_friends.cxx @@ -220,7 +220,7 @@ int main(int argc, char *argv[]) { cutflow.SetTitle("cutflow"); // iterate through the cutflow vector and fill the histogram with // the .GetPass() values - if (cutReports.size() < scope_counter) { + if (cutReports.size() < scope_counter || cutReports.empty()) { Logger::get("main")->critical( "cutReports vector is too small, this should not happen"); return 1; From c146ac74323d3d98eddd999d9f222bd609b02bef Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 31 Aug 2023 15:39:14 +0200 Subject: [PATCH 160/284] remove ensurepip from actions --- .github/workflows/checks.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index 4c0a5450..f6bbcd6b 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -38,7 +38,7 @@ jobs: run: pacman -Syu --noconfirm cmake make git python-pip openmp openmpi boost openssh --ignore root --ignore openssl - name: Install python packages - run: python -m ensurepip --default-pip && python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages + run: python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages - name: Clone project uses: actions/checkout@v3 @@ -82,7 +82,7 @@ jobs: - name: Install python packages - run: python -m ensurepip --default-pip && python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages + run: python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages - name: Clone project uses: actions/checkout@v3 @@ -126,7 +126,7 @@ jobs: - name: Install python packages - run: python -m ensurepip --default-pip && python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages + run: python -m pip install GitPython --break-system-packages && python -m pip install git+https://github.com/cms-nanoAOD/correctionlib.git --break-system-packages - name: Clone project uses: actions/checkout@v3 From 6b5fe1cc6d3418af56c2754071081535d37ce1d0 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Mon, 4 Sep 2023 13:40:14 +0200 Subject: [PATCH 161/284] rework cmake to allow for build of the shard lib only --- CMakeLists.txt | 170 ++++++++++++++++++++++++++++--------------------- 1 file changed, 98 insertions(+), 72 deletions(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index f9b0fb96..d71c7092 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,34 +1,10 @@ cmake_minimum_required(VERSION 3.20) -# unset some cached variables +# Unset some cached variables unset(CMAKE_BUILD_TYPE CACHE) unset(CMAKE_CXX_FLAGS_RELEASE CACHE) -# Check that config name is given with -DANALYSIS, needed to generate the C++ code -if (NOT DEFINED ANALYSIS) - message(FATAL_ERROR "Please specify the Analysis to be used with -DANALYSIS=my_analysis_name") -endif() - -if (NOT DEFINED CONFIG) - message(FATAL_ERROR "Please specify the config to be used with -DCONFIG=my_config_name") -endif() - -if (NOT DEFINED SCOPES) - message(FATAL_ERROR "No scope specificed, set the scopes via comma seperated list e.g. -DSCOPES=et,mt,tt,em") -endif() - -if (NOT DEFINED SHIFTS) - message(STATUS "No shifts specificed, using -DSHIFTS=all. If you want to run nominal only, use -DSHIFTS=none") - set(SHIFTS "all") -endif() - -if (NOT DEFINED QUANTITIESMAP) - message(STATUS "No quantities map specified, none will be used. If you want to produce friends, you have to specify quantities maps for all friend files e.g. -DQUANTITIESMAP=quantities_map_1.json,quantities_map_2.json. The input can be a comma-separated list of JSON files and/or root files (for debugging purposes).") - set(FRIENDS "false") - set(QUANTITIESMAP "none") -else() - set(FRIENDS "true") -endif() - +# read debug and optimized flags from command line +option(BUILD_CROWNLIB_ONLY "Build only the CROWNLIB library" OFF) if (NOT DEFINED DEBUG) message(STATUS "No Debug mode set, activate with -DDEBUG=true --> compile with debug symbols and run code generation with debug output") set(DEBUG "false") @@ -38,36 +14,9 @@ if (NOT DEFINED OPTIMIZED) message(STATUS "No Optimization not set, building with -DOPTIMIZED=true --> slower build times but faster runtimes") set(OPTIMIZED "true") endif() - -if (NOT DEFINED SAMPLES) - message(FATAL_ERROR "Please specify the samples to be used with -DSAMPLES=samples") -endif() - -if (NOT DEFINED ERAS) - message(FATAL_ERROR "Please specify the eras to be used with -DERAS=eras") -endif() - -if (NOT DEFINED THREADS) - message(STATUS "No threads set, using single threaded mode with -DTHREADS=1") - set(THREADS "1") -endif() -# convert args to lower case +# Convert args to lowercase string( TOLOWER "${DEBUG}" DEBUG_PARSED) string( TOLOWER "${OPTIMIZED}" OPTIMIZED_PARSED) -message(STATUS "---------------------------------------------") -message(STATUS "|> Set up analysis for scopes ${SCOPES}.") -message(STATUS "|> Set up analysis for ${ANALYSIS}.") -message(STATUS "|> Set up analysis for config ${CONFIG}.") -message(STATUS "|> Set up analysis for samples ${SAMPLES}.") -message(STATUS "|> Set up analysis for eras ${ERAS}.") -message(STATUS "|> Set up analysis for shifts ${SHIFTS}.") -message(STATUS "|> Set up analysis with ${THREADS} threads.") -message(STATUS "|> Set up analysis with debug mode : ${DEBUG_PARSED}.") -message(STATUS "|> Set up analysis with optimization mode : ${OPTIMIZED_PARSED}.") -message(STATUS "|> generator is set to ${CMAKE_GENERATOR}") -message(STATUS "---------------------------------------------") -# Define the default compiler flags for different build types, if different from the cmake defaults -# The build type should be set so that the correct compiler flags are chosen if(DEBUG_PARSED STREQUAL "true") message(STATUS "Debug mode") set(CMAKE_BUILD_TYPE "Debug" CACHE STRING "Choose the type of build, options are: Debug Release RelWithDebInfo MinSizeRel.") @@ -84,12 +33,66 @@ else() set(CMAKE_CXX_FLAGS_RELEASE "-DNDEBUG" CACHE STRING "Set default compiler flags for build type Release") endif() endif() +# Only parse additional args if not building only the CROWNLIB library +if(NOT BUILD_CROWNLIB_ONLY) + if (NOT DEFINED ANALYSIS) + message(FATAL_ERROR "Please specify the Analysis to be used with -DANALYSIS=my_analysis_name") + endif() + if (NOT DEFINED CONFIG) + message(FATAL_ERROR "Please specify the config to be used with -DCONFIG=my_config_name") + endif() -string (REPLACE "," ";" ERAS "${ERAS}") -string (REPLACE "," ";" SAMPLES "${SAMPLES}") -message(STATUS "Set up analysis with --analysis ${ANALYSIS} --config ${CONFIG} --scopes ${SCOPES} --shifts ${SHIFTS} --samples ${SAMPLES} --eras ${ERAS} --threads ${THREADS} --debug ${DEBUG_PARSED} --friends ${FRIENDS} --quantities_map ${QUANTITIESMAP}") + if (NOT DEFINED SCOPES) + message(FATAL_ERROR "No scope specificed, set the scopes via comma seperated list e.g. -DSCOPES=et,mt,tt,em") + endif() + if (NOT DEFINED SHIFTS) + message(STATUS "No shifts specificed, using -DSHIFTS=all. If you want to run nominal only, use -DSHIFTS=none") + set(SHIFTS "all") + endif() + + if (NOT DEFINED QUANTITIESMAP) + message(STATUS "No quantities map specified, none will be used. If you want to produce friends, you have to specify quantities maps for all friend files e.g. -DQUANTITIESMAP=quantities_map_1.json,quantities_map_2.json. The input can be a comma-separated list of JSON files and/or root files (for debugging purposes).") + set(FRIENDS "false") + set(QUANTITIESMAP "none") + else() + set(FRIENDS "true") + endif() + + if (NOT DEFINED SAMPLES) + message(FATAL_ERROR "Please specify the samples to be used with -DSAMPLES=samples") + endif() + + if (NOT DEFINED ERAS) + message(FATAL_ERROR "Please specify the eras to be used with -DERAS=eras") + endif() + + if (NOT DEFINED THREADS) + message(STATUS "No threads set, using single threaded mode with -DTHREADS=1") + set(THREADS "1") + endif() + string (REPLACE "," ";" ERAS "${ERAS}") + string (REPLACE "," ";" SAMPLES "${SAMPLES}") + message(STATUS "---------------------------------------------") + message(STATUS "|> Set up analysis for scopes ${SCOPES}.") + message(STATUS "|> Set up analysis for ${ANALYSIS}.") + message(STATUS "|> Set up analysis for config ${CONFIG}.") + message(STATUS "|> Set up analysis for samples ${SAMPLES}.") + message(STATUS "|> Set up analysis for eras ${ERAS}.") + message(STATUS "|> Set up analysis for shifts ${SHIFTS}.") + message(STATUS "|> Set up analysis with ${THREADS} threads.") + message(STATUS "|> Set up analysis with debug mode : ${DEBUG_PARSED}.") + message(STATUS "|> Set up analysis with optimization mode : ${OPTIMIZED_PARSED}.") + message(STATUS "|> generator is set to ${CMAKE_GENERATOR}") + # Define the default compiler flags for different build types, if different from the cmake defaults + # The build type should be set so that the correct compiler flags are chosen + message(STATUS "|> Code generation arguments: --analysis ${ANALYSIS} --config ${CONFIG} --scopes ${SCOPES} --shifts ${SHIFTS} --samples ${SAMPLES} --eras ${ERAS} --threads ${THREADS} --debug ${DEBUG_PARSED} --friends ${FRIENDS} --quantities_map ${QUANTITIESMAP}") + message(STATUS "---------------------------------------------") +else() # if building only the CROWNLIB library + message(STATUS "Building only the CROWNLIB library") + message(STATUS "No additional arguments parsed") +endif() # Set the default install directory to the build directory set(CMAKE_INSTALL_PREFIX ${CMAKE_BINARY_DIR} CACHE STRING "Set default install prefix to the build directory") @@ -248,12 +251,48 @@ find_package(ZLIB) set(CMAKE_INSTALL_RPATH_USE_LINK_PATH TRUE) message(STATUS "Correctionlib library path: ${CORRECTION_LIB_PATH}") -# Generate the C++ code if (NOT DEFINED INSTALLDIR) message(STATUS "No -DINSTALLDIR specified, using default: ${CMAKE_CURRENT_BINARY_DIR}/bin") set(INSTALLDIR ${CMAKE_CURRENT_BINARY_DIR}/bin) endif() set(GENERATE_CPP_OUTPUT_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}) + + +# build a shared lib from all CROWN functions +include_directories(${CMAKE_SOURCE_DIR}/src) +include_directories(${CMAKE_SOURCE_DIR}/include) +file(GLOB SOURCES_1 ${CMAKE_SOURCE_DIR}/src/*.cxx) +file(GLOB SOURCES_2 + ${CMAKE_SOURCE_DIR}/src/utility/*.cxx + ${CMAKE_SOURCE_DIR}/src/RecoilCorrections/*.cxx + ${CMAKE_SOURCE_DIR}/src/SVFit/*.cxx) +set(SOURCES ${SOURCES_1} ${SOURCES_2}) + + +if(BUILD_CROWNLIB_ONLY) + message(STATUS "Building only the CROWNLIB library") + add_library(CROWNLIB SHARED ${SOURCES}) + target_include_directories(CROWNLIB PRIVATE ${CMAKE_SOURCE_DIR} ${ROOT_INCLUDE_DIRS}) + target_link_libraries(CROWNLIB ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit ROOT::GenVector logging correctionlib nlohmann_json::nlohmann_json) + install(TARGETS CROWNLIB DESTINATION ${INSTALLDIR}/lib ) + return() +endif() +# check if CROWNLIB is already installed +find_library(CROWNLIB_FOUND CROWNLIB HINTS ${INSTALLDIR}/lib ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/lib) +if(NOT CROWNLIB_FOUND) + message(STATUS "CROWNLIB not found, building it") + # CROWNLIB not found, build it + add_library(CROWNLIB SHARED ${SOURCES}) + target_include_directories(CROWNLIB PRIVATE ${CMAKE_SOURCE_DIR} ${ROOT_INCLUDE_DIRS}) + target_link_libraries(CROWNLIB ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit ROOT::GenVector logging correctionlib nlohmann_json::nlohmann_json) + install(TARGETS CROWNLIB DESTINATION ${INSTALLDIR}/lib) +else() + message(STATUS "Found CROWNLIB in ${CROWNLIB_FOUND}") + install(FILES ${CROWNLIB_FOUND} DESTINATION ${INSTALLDIR}/lib) + link_directories(${INSTALLDIR}/lib ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/lib) +endif() + +# Generate the C++ code if (FRIENDS) set(GENERATE_CPP_INPUT_TEMPLATE "${CMAKE_SOURCE_DIR}/code_generation/analysis_template_friends.cxx") else() @@ -293,18 +332,6 @@ if(NOT EXISTS ${GENERATE_CPP_OUTPUT_FILELIST}) message(FATAL_ERROR "List of generated C++ files in ${GENERATE_CPP_OUTPUT_FILELIST} does not exist.") endif() -# build a shared lib from all CROWN functions -include_directories(${CMAKE_SOURCE_DIR}/src) -include_directories(${CMAKE_SOURCE_DIR}/include) -file(GLOB SOURCES_1 ${CMAKE_SOURCE_DIR}/src/*.cxx) -file(GLOB SOURCES_2 - ${CMAKE_SOURCE_DIR}/src/utility/*.cxx - ${CMAKE_SOURCE_DIR}/src/RecoilCorrections/*.cxx - ${CMAKE_SOURCE_DIR}/src/SVFit/*.cxx) -set(SOURCES ${SOURCES_1} ${SOURCES_2}) -add_library(CROWNLIB SHARED ${SOURCES}) -target_include_directories(CROWNLIB PRIVATE ${CMAKE_SOURCE_DIR} ${ROOT_INCLUDE_DIRS}) -target_link_libraries(CROWNLIB ROOT::ROOTVecOps ROOT::ROOTDataFrame ROOT::RooFit ROOT::GenVector logging correctionlib nlohmann_json::nlohmann_json) # Iterate over files from output filelist and add build and install targets FILE(READ ${GENERATE_CPP_OUTPUT_FILELIST} FILELIST) @@ -312,7 +339,6 @@ STRING(REGEX REPLACE "\n" ";" FILELIST ${FILELIST}) set(TARGET_NAMES "") # copy all correction files into the install location install(DIRECTORY data/ DESTINATION ${INSTALLDIR}/data) -install(TARGETS CROWNLIB DESTINATION ${INSTALLDIR}/lib) # also copy inish script needed for job tarball install(FILES init.sh DESTINATION ${INSTALLDIR}) From 9855306b92aaa9eddb03bd579322e903d09d6dc8 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Wed, 6 Sep 2023 16:26:47 +0200 Subject: [PATCH 162/284] set cling compile opt to -O2 --- init.sh | 3 +++ 1 file changed, 3 insertions(+) diff --git a/init.sh b/init.sh index c53fed8b..8ddb1a97 100644 --- a/init.sh +++ b/init.sh @@ -48,6 +48,9 @@ pathadd "${HOME}/.local/bin/" # set the cmake generator to Ninja # export CMAKE_GENERATOR="Ninja" export CMAKE_GENERATOR="Unix Makefiles" +# set the compiler optimization for cling to O2, this +# will result in about 20% faster JIT for the snapshot generation +export EXTRA_CLING_ARGS='-O2' # clone a given analysis if an argument is given if [ -z "$1" ]; then From 4192c0322828d302d82ba182a885b2d5a64b37df Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 11:46:56 +0200 Subject: [PATCH 163/284] fix trypings --- code_generation/friend_trees.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index f66d0223..eac524d5 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -42,9 +42,7 @@ def __init__( available_sample_types: Union[str, List[str]], available_eras: Union[str, List[str]], available_scopes: Union[str, List[str]], - input_information: Union[ - str, List[str], Dict[str, List[str]], List[Dict[str, List[str]]] - ], + input_information: Union[str, List[str]], ): """Generate a configuration for a FriendTree production. @@ -202,8 +200,8 @@ def _readout_input_root_file( start = time() log.debug(f"Reading quantities information from {input_file}") - ROOT.gSystem.Load(os.path.abspath(__file__), "/maplib.so") - f = ROOT.TFile.Open(input_file) + ROOT.gSystem.Load(os.path.abspath(__file__), "/maplib.so") # type: ignore + f = ROOT.TFile.Open(input_file) # type: ignore name = "shift_quantities_map" m = f.Get(name) for shift, quantities in m: From 7fe03a825e00d681c1dff8f39d013a8d81de6cad Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 13:20:58 +0200 Subject: [PATCH 164/284] add additional checks to provide error messages when inputs are missing, refine shift creation --- code_generation/exceptions.py | 12 ++++++ code_generation/friend_trees.py | 75 ++++++++++++++++++++++++++++++--- 2 files changed, 80 insertions(+), 7 deletions(-) diff --git a/code_generation/exceptions.py b/code_generation/exceptions.py index af164e5b..0ffd579d 100644 --- a/code_generation/exceptions.py +++ b/code_generation/exceptions.py @@ -25,6 +25,18 @@ def __init__(self, scope: str, outputs: Union[Set[Quantity], List[Quantity]]): super().__init__(self.message) +class InvalidInputError(ConfigurationError): + """ + Exception raised when the list of avialable inputs does not cover all quantities required. + """ + + def __init__(self, scope: str, outputs: Union[Set[str], List[str]]): + self.message = "The required inputs {} for the scope '{}' are not provided by any inputfile or producer \n Please check the error message above to find all misconfigured producers".format( + outputs, scope + ) + super().__init__(self.message) + + class ScopeConfigurationError(ConfigurationError): """ Exception raised when the scope configuration provided by the user is not valid. diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index eac524d5..0bf0eda6 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -12,6 +12,7 @@ ConfigurationError, InvalidOutputError, InsufficientShiftInformationError, + InvalidInputError, ) from code_generation.producer import Producer, ProducerGroup from code_generation.rules import ProducerRule @@ -266,6 +267,7 @@ def optimize(self) -> None: self._apply_rules() self._add_requested_shifts() self._remove_empty_scopes() + self._validate_inputs() def _add_requested_shifts(self) -> None: # first shift the output quantities @@ -274,13 +276,25 @@ def _add_requested_shifts(self) -> None: if shift != "nominal": shiftname = "__" + shift for producer in self.producers[scope]: - log.debug("Adding shift %s to producer %s", shift, producer) - producer.shift(shiftname, scope) # second step is to shift the inputs of the producer - self._shift_producer_inputs(producer, shift, scope) + self._shift_producer_inputs(producer, shift, shiftname, scope) self.shifts[scope][shiftname] = {} - def _shift_producer_inputs(self, producer, shift, scope): + def _shift_producer_inputs( + self, + producer: Union[Producer, ProducerGroup], + shift: str, + shiftname: str, + scope: str, + ) -> None: + """Function used to determine which inputs of a producer have to be shifted. If none of the inputs of a producer is available in the shift_quantities_map, the producer is skipped. + + Args: + producer (Union[Producer, ProducerGroup]): The producer to be checked and possibly shifted + shift (str): the shift to be added + shiftname (str): the name of the shift to be added + scope (str): The scope to be checked + """ log.debug("Shifting inputs of producer %s", producer) # if the producer is not of Type ProducerGroup we can directly shift the inputs if isinstance(producer, Producer): @@ -292,11 +306,20 @@ def _shift_producer_inputs(self, producer, shift, scope): for input in inputs: if input.name in self.input_quantities_mapping[scope][shift]: inputs_to_shift.append(input) - log.debug(f"Shifting inputs {inputs_to_shift} of producer {producer}") - producer.shift_inputs("__" + shift, scope, inputs_to_shift) + if len(inputs_to_shift) > 0: + log.debug("Adding shift %s to producer %s", shift, producer) + producer.shift(shiftname, scope) + log.debug( + f"Shifting inputs {inputs_to_shift} of producer {producer} by {shift}" + ) + producer.shift_inputs(shiftname, scope, inputs_to_shift) + else: + log.info( + f"no inputs to shift for producer {producer} and shift {shift}, skipping" + ) elif isinstance(producer, ProducerGroup): for producer in producer.producers[scope]: - self._shift_producer_inputs(producer, shift, scope) + self._shift_producer_inputs(producer, shift, shiftname, scope) def _validate_outputs(self) -> None: """ @@ -317,6 +340,44 @@ def _validate_outputs(self) -> None: if len(missing_outputs) > 0: raise InvalidOutputError(scope, missing_outputs) + def _validate_inputs(self) -> None: + """ + The `_validate_inputs` function checks if all required inputs for each producer in the given scopes + are available, and raises an error if any inputs are missing. + """ + + for scope in [scope for scope in self.scopes]: + # get all inputs of all producers + required_inputs = set() + available_inputs = set() + for producer in self.producers[scope]: + required_inputs = required_inputs | set( + [x.name for x in producer.get_inputs(scope)] + ) + available_inputs = available_inputs | set( + [x.name for x in producer.get_outputs(scope)] + ) + # get all available inputs + for input in self.input_quantities_mapping[scope][""]: + available_inputs.add(input) + # now check if all inputs are available + missing_inputs = required_inputs - available_inputs + if len(missing_inputs) > 0: + for producer in self.producers[scope]: + if ( + len( + missing_inputs + & set([x.name for x in producer.get_inputs(scope)]) + ) + > 0 + ): + log.error(f"Missing inputs for {producer}") + log.error(f"| Producer inputs: {producer.get_inputs(scope)}") + log.error( + f"| Missing inputs: {missing_inputs & set([ x.name for x in producer.get_inputs(scope)])}" + ) + raise InvalidInputError(scope, missing_inputs) + def add_modification_rule( self, scopes: Union[str, List[str]], rule: ProducerRule ) -> None: From a9545d2019eb5f766ef4ca2377b1d151f399254c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 13:31:33 +0200 Subject: [PATCH 165/284] style --- code_generation/friend_trees.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/code_generation/friend_trees.py b/code_generation/friend_trees.py index 0bf0eda6..320d7e1c 100644 --- a/code_generation/friend_trees.py +++ b/code_generation/friend_trees.py @@ -358,8 +358,8 @@ def _validate_inputs(self) -> None: [x.name for x in producer.get_outputs(scope)] ) # get all available inputs - for input in self.input_quantities_mapping[scope][""]: - available_inputs.add(input) + for input_quantitiy in self.input_quantities_mapping[scope][""]: + available_inputs.add(input_quantitiy) # now check if all inputs are available missing_inputs = required_inputs - available_inputs if len(missing_inputs) > 0: From e23bfcd9c30786f2676bd9fda34839536df70419 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 15:30:21 +0200 Subject: [PATCH 166/284] update docs --- docs/sphinx_source/c_functions.rst | 23 ----- .../c_namespaces/basefunctions.rst | 6 ++ .../c_namespaces/ditau_pairselection.rst | 6 ++ .../c_namespaces/fakefactors.rst | 6 ++ .../c_namespaces/genmatching.rst | 6 ++ docs/sphinx_source/c_namespaces/htxs.rst | 6 ++ docs/sphinx_source/c_namespaces/jet.rst | 6 ++ .../c_namespaces/lorentzvectors.rst | 6 ++ docs/sphinx_source/c_namespaces/met.rst | 6 ++ docs/sphinx_source/c_namespaces/metfilter.rst | 6 ++ .../c_namespaces/physicsobject.rst | 6 ++ .../sphinx_source/c_namespaces/quantities.rst | 6 ++ .../c_namespaces/reweighting.rst | 6 ++ .../c_namespaces/scalefactor.rst | 6 ++ docs/sphinx_source/c_namespaces/topreco.rst | 6 ++ docs/sphinx_source/c_namespaces/trigger.rst | 6 ++ .../c_namespaces/vectoroperations.rst | 6 ++ .../c_namespaces/whtautau_tripleselection.rst | 6 ++ docs/sphinx_source/changelog.rst | 6 ++ docs/sphinx_source/conf.py | 4 +- docs/sphinx_source/contrib.rst | 2 + docs/sphinx_source/friend_trees.rst | 38 ++++++-- docs/sphinx_source/index.rst | 15 +-- docs/sphinx_source/kingmaker.rst | 31 ++++++- docs/sphinx_source/namespaces.rst | 92 ++----------------- 25 files changed, 183 insertions(+), 130 deletions(-) delete mode 100644 docs/sphinx_source/c_functions.rst create mode 100644 docs/sphinx_source/c_namespaces/basefunctions.rst create mode 100644 docs/sphinx_source/c_namespaces/ditau_pairselection.rst create mode 100644 docs/sphinx_source/c_namespaces/fakefactors.rst create mode 100644 docs/sphinx_source/c_namespaces/genmatching.rst create mode 100644 docs/sphinx_source/c_namespaces/htxs.rst create mode 100644 docs/sphinx_source/c_namespaces/jet.rst create mode 100644 docs/sphinx_source/c_namespaces/lorentzvectors.rst create mode 100644 docs/sphinx_source/c_namespaces/met.rst create mode 100644 docs/sphinx_source/c_namespaces/metfilter.rst create mode 100644 docs/sphinx_source/c_namespaces/physicsobject.rst create mode 100644 docs/sphinx_source/c_namespaces/quantities.rst create mode 100644 docs/sphinx_source/c_namespaces/reweighting.rst create mode 100644 docs/sphinx_source/c_namespaces/scalefactor.rst create mode 100644 docs/sphinx_source/c_namespaces/topreco.rst create mode 100644 docs/sphinx_source/c_namespaces/trigger.rst create mode 100644 docs/sphinx_source/c_namespaces/vectoroperations.rst create mode 100644 docs/sphinx_source/c_namespaces/whtautau_tripleselection.rst diff --git a/docs/sphinx_source/c_functions.rst b/docs/sphinx_source/c_functions.rst deleted file mode 100644 index 0b7e2c82..00000000 --- a/docs/sphinx_source/c_functions.rst +++ /dev/null @@ -1,23 +0,0 @@ -Writing C++ functions -====================== - - -Writing a new producer consists of two parts. First, the C++ function to act on the ROOT Dataframe has to be created. In principle, the interface of the function is completely arbitrary, but a few things should be remembered, to make the new producer align with the design of the existing ones. - -* The producer should live in a well defined namespace. If a producer is meant for electrons only, if should be contained in an electron namespace, rather than putting electron in the function name. - -* The dataframe object that is meant to be modified by the function :code:`(auto df,)` should always be the first argument. - -* The function must always return a new dataframe object and nothing else. - -* If possible, use only references for the function arguments (--> faster). - -A generic new skeleton for a function looks like this: - -.. code-block:: cpp - - auto GenericFunction(auto df, const std::string& parameter_1, const std::string& parameter_2, - const float value_1) { - auto df1 = df.Define(....); - return df1; - } diff --git a/docs/sphinx_source/c_namespaces/basefunctions.rst b/docs/sphinx_source/c_namespaces/basefunctions.rst new file mode 100644 index 00000000..20ac01ae --- /dev/null +++ b/docs/sphinx_source/c_namespaces/basefunctions.rst @@ -0,0 +1,6 @@ +Namespace: Basefunctions +======================== +.. doxygennamespace:: basefunctions + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/ditau_pairselection.rst b/docs/sphinx_source/c_namespaces/ditau_pairselection.rst new file mode 100644 index 00000000..d2cffd8e --- /dev/null +++ b/docs/sphinx_source/c_namespaces/ditau_pairselection.rst @@ -0,0 +1,6 @@ +Namespace: Ditau_pairselection +============================== +.. doxygennamespace:: ditau_pairselection + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/fakefactors.rst b/docs/sphinx_source/c_namespaces/fakefactors.rst new file mode 100644 index 00000000..ae378259 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/fakefactors.rst @@ -0,0 +1,6 @@ +Namespace: Fakefactors +====================== +.. doxygennamespace:: fakefactors + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/genmatching.rst b/docs/sphinx_source/c_namespaces/genmatching.rst new file mode 100644 index 00000000..44e14afe --- /dev/null +++ b/docs/sphinx_source/c_namespaces/genmatching.rst @@ -0,0 +1,6 @@ +Namespace: Genmatching +====================== +.. doxygennamespace:: genmatching + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/htxs.rst b/docs/sphinx_source/c_namespaces/htxs.rst new file mode 100644 index 00000000..2fd88dc7 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/htxs.rst @@ -0,0 +1,6 @@ +Namespace: Htxs +=============== +.. doxygennamespace:: htxs + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/jet.rst b/docs/sphinx_source/c_namespaces/jet.rst new file mode 100644 index 00000000..ccf43417 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/jet.rst @@ -0,0 +1,6 @@ +Namespace: Jet +============== +.. doxygennamespace:: jet + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/lorentzvectors.rst b/docs/sphinx_source/c_namespaces/lorentzvectors.rst new file mode 100644 index 00000000..804dff2b --- /dev/null +++ b/docs/sphinx_source/c_namespaces/lorentzvectors.rst @@ -0,0 +1,6 @@ +Namespace: Lorentzvectors +========================= +.. doxygennamespace:: lorentzvectors + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/met.rst b/docs/sphinx_source/c_namespaces/met.rst new file mode 100644 index 00000000..c76dc4fa --- /dev/null +++ b/docs/sphinx_source/c_namespaces/met.rst @@ -0,0 +1,6 @@ +Namespace: Met +============== +.. doxygennamespace:: met + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/metfilter.rst b/docs/sphinx_source/c_namespaces/metfilter.rst new file mode 100644 index 00000000..3da61923 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/metfilter.rst @@ -0,0 +1,6 @@ +Namespace: Metfilter +==================== +.. doxygennamespace:: metfilter + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/physicsobject.rst b/docs/sphinx_source/c_namespaces/physicsobject.rst new file mode 100644 index 00000000..5756474f --- /dev/null +++ b/docs/sphinx_source/c_namespaces/physicsobject.rst @@ -0,0 +1,6 @@ +Namespace: Physicsobject +======================== +.. doxygennamespace:: physicsobject + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/quantities.rst b/docs/sphinx_source/c_namespaces/quantities.rst new file mode 100644 index 00000000..1431ea70 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/quantities.rst @@ -0,0 +1,6 @@ +Namespace: Quantities +===================== +.. doxygennamespace:: quantities + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/reweighting.rst b/docs/sphinx_source/c_namespaces/reweighting.rst new file mode 100644 index 00000000..a11fce38 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/reweighting.rst @@ -0,0 +1,6 @@ +Namespace: Reweighting +====================== +.. doxygennamespace:: reweighting + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/scalefactor.rst b/docs/sphinx_source/c_namespaces/scalefactor.rst new file mode 100644 index 00000000..724b38a0 --- /dev/null +++ b/docs/sphinx_source/c_namespaces/scalefactor.rst @@ -0,0 +1,6 @@ +Namespace: Scalefactor +====================== +.. doxygennamespace:: scalefactor + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/topreco.rst b/docs/sphinx_source/c_namespaces/topreco.rst new file mode 100644 index 00000000..a400bf7d --- /dev/null +++ b/docs/sphinx_source/c_namespaces/topreco.rst @@ -0,0 +1,6 @@ +Namespace: Topreco +================== +.. doxygennamespace:: topreco + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/trigger.rst b/docs/sphinx_source/c_namespaces/trigger.rst new file mode 100644 index 00000000..4353604b --- /dev/null +++ b/docs/sphinx_source/c_namespaces/trigger.rst @@ -0,0 +1,6 @@ +Namespace: Trigger +================== +.. doxygennamespace:: trigger + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/vectoroperations.rst b/docs/sphinx_source/c_namespaces/vectoroperations.rst new file mode 100644 index 00000000..e8ccc4cd --- /dev/null +++ b/docs/sphinx_source/c_namespaces/vectoroperations.rst @@ -0,0 +1,6 @@ +Namespace: Vectoroperations +=========================== +.. doxygennamespace:: vectoroperations + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/c_namespaces/whtautau_tripleselection.rst b/docs/sphinx_source/c_namespaces/whtautau_tripleselection.rst new file mode 100644 index 00000000..ec0a7d3d --- /dev/null +++ b/docs/sphinx_source/c_namespaces/whtautau_tripleselection.rst @@ -0,0 +1,6 @@ +Namespace: Whtautau_tripleselection +=================================== +.. doxygennamespace:: whtautau_tripleselection + :members: + :undoc-members: + :private-members: diff --git a/docs/sphinx_source/changelog.rst b/docs/sphinx_source/changelog.rst index 9edb9723..37a4bcf8 100644 --- a/docs/sphinx_source/changelog.rst +++ b/docs/sphinx_source/changelog.rst @@ -1,6 +1,12 @@ Changelog ========== +Sept. 2023 - Version 0.3.0 + +* Switched to ROOT 6.28 via LCG 104, resulting in about 20% faster processing times. +* Added support for the generation of friend trees with additional friends as input. For more details, check :ref:`FriendTree Generation`. +* Added option to compile the CROWNlib only, allowing to reuse the same libary for multiple CROWN executables. + Feb. 2023 * Added support for the generation of friend trees. For more details, check :ref:`FriendTree Generation`. diff --git a/docs/sphinx_source/conf.py b/docs/sphinx_source/conf.py index c8181b41..7c0f4803 100644 --- a/docs/sphinx_source/conf.py +++ b/docs/sphinx_source/conf.py @@ -51,7 +51,7 @@ def configureDoxyfile(input_dir, output_dir): author = "Sebastian Brommer, Maximilian Burkart, Artur Gottmann, Sebastian Wozniewski, Stefan Wunsch" # The full version, including alpha/beta/rc tags -release = "0.2" +release = "0.3" # -- General configuration --------------------------------------------------- @@ -77,7 +77,7 @@ def configureDoxyfile(input_dir, output_dir): # html_theme = "sphinx_rtd_theme" html_logo = "../logos/crown_logo_bw.svg" -html_static_path = ["../_static"] +# html_static_path = ["../_static"] html_theme_options = { "logo_only": True, "display_version": False, diff --git a/docs/sphinx_source/contrib.rst b/docs/sphinx_source/contrib.rst index 16d1a0e6..308e9dfc 100644 --- a/docs/sphinx_source/contrib.rst +++ b/docs/sphinx_source/contrib.rst @@ -181,6 +181,8 @@ C++ functions The main purpose of the framework is to be efficient and fast. Therefore, it is essential to write clear and fast C++ functions, with as little overhead as possible. We try to enforce the following minimal requirements for new functions: +* The producer should live in a well defined namespace. If a producer is meant for electrons only, if should be contained in an electron namespace, rather than putting electron in the function name. + * If possible, no jitting should be used. Although RDataFrames support jitted functions, this should be avoided if possible, since a jitted function can not be optimized at compile time and will slow down the execution time of the framework. * Use `const` references wherever possible diff --git a/docs/sphinx_source/friend_trees.rst b/docs/sphinx_source/friend_trees.rst index 2bc5ef20..2ece2de1 100644 --- a/docs/sphinx_source/friend_trees.rst +++ b/docs/sphinx_source/friend_trees.rst @@ -1,18 +1,22 @@ FriendTree Generation =========================== -CROWN can be used, to generate FriendTrees based on a CROWN ntuple. The concept of FriendTrees is explained here: https://root.cern/manual/trees/#widening-a-ttree-through-friends. They allow to extend an existing ntuple with new quantities. Common use cases are new high level variables like neural network outputs or additional correction factors. +CROWN can be used, to generate FriendTrees based on a CROWN ntuple. The concept of FriendTrees is explained here: https://root.cern/manual/trees/#widening-a-ttree-through-friends. They allow to extend an existing ntuple with new quantities. Common use cases are new high level variables like neural network outputs or additional correction factors. + +.. image:: ../images/root_friends.png + :width: 900 + :align: center + :alt: Sketch of how Friend trees work + +The the example depicated above, two additional friends to the main NTuple are created. During analysis, the quantities stored in the friend trees can be added by using the ``AddFriend`` method. The quantities are then available in the TTree as if they were part of the original NTuple. A FriendTree is generated using a FriendTreeConfiguration. Such a configuration has some major differences, compared to a regular configuration: 1. The input file is a CROWN ntuple, not a ROOT file. 2. Only one scope per user is allowed. 3. No global scope is required -4. No optimization of the configuration is donw (for now) -5. The available inputs have to be specified. The available inputs can be provided by using a CROWN ntuple as input, or a json file. The ntuple can be used for debugging proposes, when running a production, it is recommended to use a json file. The basic structure this quantities map is listed below. Such a json can then be used for multiple eras, sampletypes and scopes. +4. The available inputs have to be specified. The available inputs can be provided by using a CROWN ntuple as input, or a json file. The ntuple can be used for debugging proposes, when running a production, it is recommended to use a json file. The basic structure this quantities map is listed below. Such a json can then be used for multiple eras, sampletypes and scopes. -.. warning:: - One limitation of the current FriendTree generation is that only one ntuple can be used as input, additional friends as input are not supported yet. .. code-block:: json @@ -48,4 +52,26 @@ The basic structure of a FriendTreeConfiguration is identical to a regular confi * ``DQUANTITIESMAP`` - The path to the quantities map json file or the crown ntuple root file. -All other parameters are identical to the regular configuration. Setting up producers, outputs and new systematic shifts works the same way as before. The configuration has to be of type ``FriendTreeConfiguration``. When multiple scopes are provided, one executable per scope is generated. \ No newline at end of file +All other parameters are identical to the regular configuration. Setting up producers, outputs and new systematic shifts works the same way as before. The configuration has to be of type ``FriendTreeConfiguration``. During the configuration, the available inputs are checked for consistency, to catch any possible misconfiguration early. In addition, as for CROWN ntuples, only required shifts are executed. + +FriendTrees with multiple input friend trees +-------------------------------------------- + +Starting from version 0.3 of CROWN, it is also possible to use multiple input friend trees. A typical usecase for this feature is the evaluation of Classifiers, and storing the output of the classifier in the friend tree. This way, the classifier can utilizte quantities from both the main ntuple, and from additional friend trees. The interface for configuring such a FriendTree executable is similar to the regular FriendTree configuration, with the following differences: + +* The information for all input files has to be provided. This means that the ``DQUANTITIESMAP`` has to be extended. It is possible to + 1. provide a single json file, that contains the input information for all input files (the crown ntuple + all additional files) + 2. provide a list of json files, each containing the input information for one input file + 3. provide a list of root files (crown ntuple + all additional files) + +During the execution, all inputfiles have to be provided, resulting in a command line like this: + +.. code-block:: bash + + ./FriendTree_executalbe outputfile.root inputfile1.root inputfile2.root inputfile3.root + + +Before execution, the input files are checked for consistency. This means that the following checks are performed: + +* All inputfiles have to contain the same number of entries +* All inputfiles have to be readable (no missing files) \ No newline at end of file diff --git a/docs/sphinx_source/index.rst b/docs/sphinx_source/index.rst index b31014c9..e541435a 100644 --- a/docs/sphinx_source/index.rst +++ b/docs/sphinx_source/index.rst @@ -45,19 +45,18 @@ Documentation .. toctree:: :maxdepth: 2 - :caption: Python Configuration + :caption: Setup your own Configuration + contrib.rst py_configuration.rst - py_classes.rst .. toctree:: :maxdepth: 2 - :caption: C++ Configuration + :caption: Documentation - c_functions.rst + py_classes.rst namespaces.rst - .. toctree:: :maxdepth: 2 :caption: Tutorials @@ -65,12 +64,6 @@ Documentation build_root.rst create_nanoaod.rst -.. toctree:: - :maxdepth: 2 - :caption: How to contribute - - contrib.rst - Index ****** diff --git a/docs/sphinx_source/kingmaker.rst b/docs/sphinx_source/kingmaker.rst index 45d2f1d7..44693650 100644 --- a/docs/sphinx_source/kingmaker.rst +++ b/docs/sphinx_source/kingmaker.rst @@ -108,7 +108,7 @@ Production of NTuples To trigger a production of ntuples run -.. code-block::bash +.. code-block:: bash law run ProduceSamples --analysis tau --config config --sample-list samples.txt --production-tag debug_2 --workers 10 --scopes mt --print-status -1 @@ -142,7 +142,7 @@ Production of friend trees For the production of friend trees, the same options as for the production of ntuples are available. An example command is given below: -.. code-block::bash +.. code-block:: bash law run ProduceFriends --analysis tau --config config --friend-config tau_friends --sample-list samples.txt --shifts None --friend-name test --production-tag debugging_v81 --workers 2 @@ -151,6 +151,31 @@ Some additional options are required: - ``--friend-config``: The friend config file to be used. The friend config file contains the information about the friend trees to be produced. The friend config file is located in the ``CROWN/analysis_configurations//config`` folder. - ``--friend-name``: The name of the friend tree to be produced. The name has to match the name in the friend config file. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. +if more than one friend tree is required for the final friend tree, an additional option is required: + +- ``--friend-dependencies``: A list of additional configurations to be run. The list has to be provided as a comma separated list. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. + +.. warning:: + Currently, it is not possible to specify an explicit name for the friend trees that are produed automatically using the ``--friend-dependencies`` option. Therefore, the name of the friend tree is set to the name of the friend config file. In a future update, additional functionality will be added to allow the user to specify a name for the friend trees. + +As an exmaple, the command + +.. code-block:: bash + + law run ProduceFriends --analysis tau --config config --friend-config tau_classifier --friend-dependencies tau_friends,tau_friends_2 --sample-list samples.txt --shifts None --friend-name special_tau_classifier --production-tag debugging_v81 --workers 2 + +will produce not only ntuples for all samples specified in ``samples.txt`` using the config, but also the friend trees ``tau_friends`` and ``tau_friends_2``. All those three inputs will then be used, to produce the final friend tree ``special_tau_classifier``. The resulting folder structure will be + +.. code-block:: + + /// + |- CROWNRun/ + |- CROWNFriends/ + |- tau_classifier/ + |- tau_friends/ (name automatically generated) + |- tau_friends_2/ (name automatically generated) + + To perform the generation of friend trees locally, use - ``--CROWNFriends-workflow local --CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes, of if the batch system is currenty not available. However, be aware, that this option should only run with a limited amount of workers and samples, since it is very easy to overload the local machine. @@ -167,7 +192,7 @@ The two relevant configuration files can be found in the ``lawluigi_configs`` fo In the ``KingMaker_law.cfg`` file, the different tasks are defined. Also, the remote filesystem is defined here: -.. code-bloc::config +.. code-block:: [wlcg_fs] base: root://cmsxrootd-kit.gridka.de//store/user/${USER}/CROWN/ntuples/ diff --git a/docs/sphinx_source/namespaces.rst b/docs/sphinx_source/namespaces.rst index 9f95fa7d..6d3adf1e 100644 --- a/docs/sphinx_source/namespaces.rst +++ b/docs/sphinx_source/namespaces.rst @@ -1,91 +1,13 @@ -Documentation of Namespaces from C++ -===================================== +Documentation of available C++ functions +========================================== -Basefunctions -*************** -.. doxygennamespace:: basefunctions - :members: +In the following, we list all available C++ functions in CROWN. The functions are grouped by namespace. -Pairselection -************* -.. doxygennamespace:: ditau_pairselection - :members: +.. toctree:: + :caption: List of available CROWN functions (sorted by namespace) + :glob: -Genparticles -*************** -.. doxygennamespace:: genmatching - :members: - -HTXS -*************** -.. doxygennamespace:: htxs - :members: - -Jets -*************** -.. doxygennamespace:: jet - :members: - -Lorentzvectors -*************** -.. doxygennamespace:: lorentzvectors - :members: - -MET -*************** -.. doxygennamespace:: met - :members: - -Metfilter -*********** -.. doxygennamespace:: metfilter - :members: - -Physicsobjects -*************** -.. doxygennamespace:: physicsobject - :members: - -Particle Quantities -******************** -.. doxygennamespace:: quantities - :members: - - -Reweighting -*************** -.. doxygennamespace:: reweighting - :members: - -Scalefactors -*************** -.. doxygennamespace:: scalefactor - :members: - - -Trigger -*************** -.. doxygennamespace:: trigger - :members: - - -Vectoroperations -****************** -.. doxygennamespace:: vectoroperations - :members: - -TopReco -*************** -.. doxygennamespace:: topreco - :members: - - -TripleSelection -*************** -.. doxygennamespace:: whtautau_tripleselection - :members: - -""" + c_namespaces/* From 34b25c3ccec13cc0a3c8dee20a3b2842e9e8d24c Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 15:30:46 +0200 Subject: [PATCH 167/284] add automatic addition of namespaces to cmake --- docs/CMakeLists.txt | 7 ++++ docs/update_namespace_docs.py | 70 +++++++++++++++++++++++++++++++++++ 2 files changed, 77 insertions(+) create mode 100644 docs/update_namespace_docs.py diff --git a/docs/CMakeLists.txt b/docs/CMakeLists.txt index 618d6401..55a3f969 100644 --- a/docs/CMakeLists.txt +++ b/docs/CMakeLists.txt @@ -62,6 +62,13 @@ add_custom_target(Doxygen ALL COMMAND ${DOXYGEN_EXECUTABLE} ${DOXYFILE_OUT} COMMENT "Generate doxygen index") +# now run the update_namespace_docs.py script to add any missing namespace docs +add_custom_command(TARGET Doxygen POST_BUILD + COMMAND ${Python_EXECUTABLE} ${PROJECT_SOURCE_DIR}/update_namespace_docs.py --input ${PROJECT_BINARY_DIR} --output ${PROJECT_SOURCE_DIR}/sphinx_source/c_namespaces/ + COMMENT "Updating namespace docs") +if(ret EQUAL "1") + message( FATAL_ERROR "Namespace documentation update failed.") +endif() # Generate sphinx docs from doxygen xml set(SPHINX_SOURCE ${PROJECT_SOURCE_DIR}/sphinx_source/) set(SPHINX_OUTPUT_DIR ${PROJECT_BINARY_DIR}/docs) diff --git a/docs/update_namespace_docs.py b/docs/update_namespace_docs.py new file mode 100644 index 00000000..1536431f --- /dev/null +++ b/docs/update_namespace_docs.py @@ -0,0 +1,70 @@ +import xml.etree.ElementTree as ET +import argparse +import os +from rich import inspect + +parser = argparse.ArgumentParser() +parser.add_argument("--input", "-i", type=str, required=True) +parser.add_argument( + "--output", "-o", type=str, default="sphinx_source/c_namespaces" +) +args = parser.parse_args() + + +def get_available_namespaces(input): + """Read in an xml file generated by doxygen, and return a list of all toplevel namespaces in that file. + + Args: + input (str): path to xml file + """ + # the xml namespace is identified via ` kind="namespace">` in the xml file + # example: basefunctions + + # read in the xml file + tree = ET.parse(input) + root = tree.getroot() + + namespace_names = set() + + # extract the name of the namespace from the attribute `name` + for compound in root.findall(".//compound[@kind='namespace']"): + name_element = compound.find("name") + if name_element is not None: + namespace_names.add(str(name_element.text).split("::")[0]) + return namespace_names + + +def update_namespace_docs(available_namespaces, output): + documented_namespaces = [filename.split(".", 0) for filename in os.listdir(output)] + for namespace in available_namespaces: + if namespace not in documented_namespaces: + # now create a new file for this namespace + """ + Metfilter + *********** + .. doxygennamespace:: metfilter + :members: + """ + print(f"Creating new docs file for namespace {namespace}") + with open(os.path.join(output, namespace + ".rst"), "w") as f: + f.write(f"Namespace: {namespace.capitalize()}\n") + f.write("=" * len(f"Namespace: {namespace.capitalize()}") + "\n") + f.write(f".. doxygennamespace:: {namespace}\n") + f.write(" :members:\n") + f.write(" :undoc-members:\n") + f.write(" :private-members:\n") + + +if __name__ == "__main__": + if not args.input.endswith(".xml"): + inputfile = os.path.abspath(os.path.join(args.input, "docs", "xml", "index.xml")) + else: + inputfile = os.path.abspath(args.input) + outputfolder = os.path.abspath(args.output) + if not os.path.exists(inputfile): + raise FileNotFoundError(f"Could not find input file {inputfile}") + if not os.path.exists(outputfolder): + raise FileNotFoundError(f"Could not find output directory {outputfolder}") + print(f"Will update docs for namespaces in {outputfolder}, based on {inputfile}") + available_namespaces = get_available_namespaces(os.path.abspath(inputfile)) + update_namespace_docs(available_namespaces, os.path.abspath(outputfolder)) From 50631a679d03866514fad7d1e15730302164f2c8 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 15:35:29 +0200 Subject: [PATCH 168/284] style --- docs/update_namespace_docs.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/docs/update_namespace_docs.py b/docs/update_namespace_docs.py index 1536431f..5db3d68b 100644 --- a/docs/update_namespace_docs.py +++ b/docs/update_namespace_docs.py @@ -1,13 +1,10 @@ import xml.etree.ElementTree as ET import argparse import os -from rich import inspect parser = argparse.ArgumentParser() parser.add_argument("--input", "-i", type=str, required=True) -parser.add_argument( - "--output", "-o", type=str, default="sphinx_source/c_namespaces" -) +parser.add_argument("--output", "-o", type=str, default="sphinx_source/c_namespaces") args = parser.parse_args() @@ -57,7 +54,9 @@ def update_namespace_docs(available_namespaces, output): if __name__ == "__main__": if not args.input.endswith(".xml"): - inputfile = os.path.abspath(os.path.join(args.input, "docs", "xml", "index.xml")) + inputfile = os.path.abspath( + os.path.join(args.input, "docs", "xml", "index.xml") + ) else: inputfile = os.path.abspath(args.input) outputfolder = os.path.abspath(args.output) From 6a320595e84a12bc791ed727030f9cc642835605 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 15:36:28 +0200 Subject: [PATCH 169/284] add new image --- docs/images/root_friends.png | Bin 0 -> 16306 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/images/root_friends.png diff --git a/docs/images/root_friends.png b/docs/images/root_friends.png new file mode 100644 index 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z;b6jzp1!)&cpcdJxN*`;IcUa9x;yk~9`kzN5#`Q*$}%dtVw?=~f`i*LL}?HD3-G0- zHO0+&!N*?@24?x3C%1DzHbZ`BHU))-ru7euXzZ;_#Fs(Y z2SHaY?ib0p(QYV9>JewEt}D&Qjh^fT=LfXm$s*n6*Z<-k-K=*-NGN14K* zPdQF9emLddGro9Uw8077&}L2nT=5A-_!tS(tP6OTNZ>BBEVVQsBMaerKh!tcJeFfk z77{HZS@7AWm&U38#iO0lga2h#?EhbHzOr8@sq(INT))_JqM?iW8wPk}L?a?t(890T z%Si6o~vX_1Rqwx7(pX;N=nkohhz3rR#|n@1yYP$dFy zA`RotWPmcQj)I&mvVd4dMn$GIe%G)rC?zgSxget{!04Xwd-Kx-emYyw!_2D$1%tOJBTx|33hG-=lE= literal 0 HcmV?d00001 From 87ed363f413ecb06a31276443fff31a7abd25a10 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 7 Sep 2023 17:24:59 +0200 Subject: [PATCH 170/284] Apply suggestions from code review Co-authored-by: winterchristian <44822168+winterchristian@users.noreply.github.com> --- docs/sphinx_source/friend_trees.rst | 2 +- docs/sphinx_source/kingmaker.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx_source/friend_trees.rst b/docs/sphinx_source/friend_trees.rst index 2ece2de1..a80d58c1 100644 --- a/docs/sphinx_source/friend_trees.rst +++ b/docs/sphinx_source/friend_trees.rst @@ -57,7 +57,7 @@ All other parameters are identical to the regular configuration. Setting up prod FriendTrees with multiple input friend trees -------------------------------------------- -Starting from version 0.3 of CROWN, it is also possible to use multiple input friend trees. A typical usecase for this feature is the evaluation of Classifiers, and storing the output of the classifier in the friend tree. This way, the classifier can utilizte quantities from both the main ntuple, and from additional friend trees. The interface for configuring such a FriendTree executable is similar to the regular FriendTree configuration, with the following differences: +Starting from version 0.3 of CROWN, it is also possible to use multiple input friend trees. A typical usecase for this feature is the evaluation of Classifiers, and storing the output of the classifier in the friend tree. This way, the classifier can utilize quantities from both the main ntuple, and from additional friend trees. The interface for configuring such a FriendTree executable is similar to the regular FriendTree configuration, with the following differences: * The information for all input files has to be provided. This means that the ``DQUANTITIESMAP`` has to be extended. It is possible to 1. provide a single json file, that contains the input information for all input files (the crown ntuple + all additional files) diff --git a/docs/sphinx_source/kingmaker.rst b/docs/sphinx_source/kingmaker.rst index 44693650..6303d66c 100644 --- a/docs/sphinx_source/kingmaker.rst +++ b/docs/sphinx_source/kingmaker.rst @@ -156,7 +156,7 @@ if more than one friend tree is required for the final friend tree, an additiona - ``--friend-dependencies``: A list of additional configurations to be run. The list has to be provided as a comma separated list. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. .. warning:: - Currently, it is not possible to specify an explicit name for the friend trees that are produed automatically using the ``--friend-dependencies`` option. Therefore, the name of the friend tree is set to the name of the friend config file. In a future update, additional functionality will be added to allow the user to specify a name for the friend trees. + Currently, it is not possible to specify an explicit name for the friend trees that are produced automatically using the ``--friend-dependencies`` option. Therefore, the name of the friend tree is set to the name of the friend config file. In a future update, additional functionality will be added to allow the user to specify a name for the friend trees. As an exmaple, the command From 364c2dc7401a6ec7e98975ce9685c0a2053ef120 Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 14 Sep 2023 16:53:06 +0200 Subject: [PATCH 171/284] update docs for latest KingMaker update, fix lots of typos --- docs/sphinx_source/contrib.rst | 64 +++++++++---------- docs/sphinx_source/friend_trees.rst | 22 +++---- docs/sphinx_source/index.rst | 6 +- docs/sphinx_source/introduction.rst | 36 +++++------ docs/sphinx_source/kingmaker.rst | 84 +++++++++++++++++-------- docs/sphinx_source/py_configuration.rst | 36 +++++------ 6 files changed, 139 insertions(+), 109 deletions(-) diff --git a/docs/sphinx_source/contrib.rst b/docs/sphinx_source/contrib.rst index 308e9dfc..ed6c242f 100644 --- a/docs/sphinx_source/contrib.rst +++ b/docs/sphinx_source/contrib.rst @@ -3,10 +3,10 @@ Writing a new producer Writing a new producer requires two main parts, adding the :ref:`C++ function` and the required :ref:`python part`. -If the C++ function is written general enough, it can be used in multiple producers, and multiple puropses in the end. -For example the producer generating the pt_1 quantity can be used regardless of what particle is being considered. +If the C++ function is written generally enough, it can be used in multiple producers and multiple purposes in the end. +For example, the producer generating the pt_1 quantity can be used regardless of what particle is being considered. -In the following, an introduction on how to add a new producer is given. As an exmple, we will add a new producer, which can be used to calculate the Lorentz vectors of particles, in our case electrons. For simlicity, we only want to calculate one single Lorentz vector for a given index. First, we will do the C++ implementation of the function followed by the python definition. Keep in mind, that those two parts are connected. +In the following, an introduction on how to add a new producer is given. As an example, we will add a new producer, which can be used to calculate the Lorentz vectors of particles, in our case electrons. For simplicity, we only want to calculate one single Lorentz vector for a given index. First, we will do the C++ implementation of the function followed by the Python definition. Keep in mind, that those two parts are connected. Writing a new C++ function ============================ @@ -20,7 +20,7 @@ The return type of any function in CROWN should always be ``ROOT::RDF::RNode`` a This will go into the corresponding header file located within the ``include`` folder, and the implementation will go into the source file in the ``src`` folder. -The C++ functions used in CROWN always act as wrapper functions surrounding the actual RDataFrame commands that are used. Most of the time, this will be either a ``Define`` or a ``Filter``. The next step is to add all the inputs, that are needed in order to build the Lorentz vector. In our case, we will need the ``pt``, ``eta``, ``phi``, and ``mass`` of the electron collection from the nanoAOD and the index of which of those electrons we want to build the vector. Since this function is very generic, we could use it for all kinds of particles, not just electrons. The names of these inputs have to be added to the function. Since we just need the names of the columns, these are ``string`` arguments, and the index is an ``int`` argument. +The C++ functions used in CROWN always act as wrapper functions surrounding the actual RDataFrame commands that are used. Most of the time, this will be either a ``Define`` or a ``Filter``. The next step is to add all the inputs, that are needed to build the Lorentz vector. In our case, we will need the ``pt``, ``eta``, ``phi``, and ``mass`` of the electron collection from the nanoAOD and the index of which of those electrons we want to build the vector. Since this function is very generic, we could use it for all kinds of particles, not just electrons. The names of these inputs have to be added to the function. Since we just need the names of the columns, these are ``string`` arguments, and the index is an ``int`` argument. .. code-block:: cpp @@ -29,7 +29,7 @@ The C++ functions used in CROWN always act as wrapper functions surrounding the const std::string &phis, const std::string &masses, const int &index); -Note, that we can add these arguments as ``const string &``, since we do not need to change the value of the argument, also a reference is enough. Additionally, we added the ``outputname``, which is the name of the output quantity. This is also a string, and is used to name the output quantity. The next step is to add the actual RDataFrame command. In our case, we will use the ``Define`` command, which is used to define a new quantity. The following is the definition of the command: +Note, that we can add these arguments as ``const string &``, since we do not need to change the value of the argument, also a reference is enough. Additionally, we added the ``outputname``, which is the name of the output quantity. This is also a string and is used to name the output quantity. The next step is to add the actual RDataFrame command. In our case, we will use the ``Define`` command, which is used to define a new quantity. The following is the definition of the command: .. code-block:: cpp @@ -40,12 +40,12 @@ Note, that we can add these arguments as ``const string &``, since we do not nee return df.Define(outputname, build_vector, {pts, etas, phis, masses}); }; -Here, we add the ``Define`` command, which tells the RDataFrame that we want to define a new quantity. The first argument is the name of the output quantity, and the second argument is the name of the lambda function that is used to build the quantity. The third argument is a vector of the column names of the inputs, that we want to use within out lambda function. The parameter ``index`` is passed as a capture to the lambda, using the ``[]`` backets. Now, the main exercise of writing a new producer is to add the implementation of the lambda function. +Here, we add the ``Define`` command, which tells the RDataFrame that we want to define a new quantity. The first argument is the name of the output quantity, and the second argument is the name of the lambda function that is used to build the quantity. The third argument is a vector of the column names of the inputs, that we want to use within our lambda function. The parameter ``index`` is passed as a capture to the lambda, using the ``[]`` brackets. Now, the main exercise of writing a new producer is to add the implementation of the lambda function. .. warning:: - Within the lambda is the code, that will be run on an event by event basis. + Within the lambda is the code, that will be run on an event-by-event basis. -In our example, the lambda function is straight forward. We use our input values and calulate the Lorentz vector. First we start with the skeleton of the lambda function: +In our example, the lambda function is straightforward. We use our input values and calculate the Lorentz vector. First, we start with the skeleton of the lambda function: .. code-block:: cpp @@ -61,7 +61,7 @@ In our example, the lambda function is straight forward. We use our input values return df.Define(outputname, build_vector, {pts, etas, phis, masses}); }; -We define the lambda function with the type ``auto`` and pass it all our input columns. Since this is now the event-by-event part, we have to specify the correct type of the columns. In our case, since we take the quantities directly from the NanoAOD file, they all have the type ``ROOT::RVec``. For the actual implementation, we can simply define a new object with type ``ROOT::Math::PtEtaPhiMVector`` and the ``ROOT`` backend will do the rest. Since we only want to get the Lorentz vector for a single electron, we can use ``pts.at(index, -10.)`` to select the correct ``float`` value. If this value cannot be found, e.g. when there is no electron within the event, the default value ``-10`` is used. After adding this implemention, our function is complete and should look like this: +We define the lambda function with the type ``auto`` and pass it all our input columns. Since this is now the event-by-event part, we have to specify the correct type for all columns. In our case, since we take the quantities directly from the NanoAOD file, they all have the type ``ROOT::RVec``. For the actual implementation, we can simply define a new object with the type ``ROOT::Math::PtEtaPhiMVector`` and the ``ROOT`` backend will do the rest. Since we only want to get the Lorentz vector for a single electron, we can use ``pts.at(index, -10.)`` to select the correct ``float`` value. If this value cannot be found, e.g. when there is no electron within the event, the default value ``-10`` is used. After adding this implementation, our function is complete and should look like this: .. code-block:: cpp @@ -87,19 +87,19 @@ We define the lambda function with the type ``auto`` and pass it all our input c We also added a simple debug statement here, to print the size of the ``RVec`` objects. This concludes the implementation of the new producer. .. warning:: - Remember to add both the definition within the header file and the implementation within the source file. Also, add docstrings to the source file as documentation what the function does. + Remember to add both the definition within the header file and the implementation within the source file. Also, add docstrings to the source file as documentation of what the function does. -Defining a new python Producer +Defining a New Python Producer ================================ -Now, after we have finished our new C++ function, we want to add it to our configuration. Therefore, we must define a new python producer. There are several types of Producers available, more information can be found in the documentation of the Producer classes :ref:`here `. In our example, a regular :py:class:`~code_generation.producer.Producer` is sufficient. For the complete definition of the producer we have to define +Now, after we have finished our new C++ function, we want to add it to our configuration. Therefore, we must define a new Python producer. There are several types of Producers available, more information can be found in the documentation of the Producer classes :ref:`here `. In our example, a regular :py:class:`~code_generation.producer.Producer` is sufficient. For the complete definition of the producer, we have to define 1. The name of the producer -2. The function call, this represents the mapping between the C++ function and the python function -3. The input quantites +2. The function call, representing the mapping between the C++ function and the Python function +3. The input quantities 4. The output quantities -5. The scopes in with the producer is able to run +5. The scopes in with the producer can run In our case, the Producer will look like this: @@ -118,7 +118,7 @@ In our case, the Producer will look like this: scopes=["ee", "em", "et"], ) -We set the name of the Producer to be ``ElectronLV``. The call corresponds to the C++ function that is used to build the Lorentz vector. The two keywords ``input`` and ``output`` are used to specify the input and output columns. During the code generation, this will be filled with the quantites defined as the input and output of the producer. In this example, we also use a configuarion parameter called ``electron_index_to_use``. This parameter has to be defined in the configuration file and could look something like this +We set the name of the Producer to be ``ElectronLV``. The call corresponds to the C++ function that is used to build the Lorentz vector. The two keywords ``input`` and ``output`` are used to specify the input and output columns. During the code generation, this will be filled with the quantities defined as the input and output of the producer. In this example, we also use a configuration parameter called ``electron_index_to_use``. This parameter has to be defined in the configuration file and could look something like this .. code-block:: python @@ -130,12 +130,12 @@ We set the name of the Producer to be ``ElectronLV``. The call corresponds to th ) -The last keyword ``scopes`` is used to specify the scopes in which the producer is available. This makes sense in order to prevent errors, where the producer is used in a scope that is not specified, e.g. in a final state without any electrons, we would not need to run this producer. Note that the output of this producer is of type ``ROOT::Math::PtEtaPhiMVector``, so it always makes sense to represent that in the name of the quantity in some way for easier understanding. +The last keyword ``scopes`` is used to specify the scopes in which the producer is available. This makes sense to prevent errors, where the producer is used in a scope that is not specified, e.g. in a final state without any electrons, we would not need to run this producer. Note that the output of this producer is of type ``ROOT::Math::PtEtaPhiMVector``, so it always makes sense to represent that in the name of the quantity in some way for easier understanding. .. warning:: The definition of the producer should be put into a corresponding file in the ``code_generation/producers`` directory. -The quantities themselves that are used also have to be defined. Within CROWN, systematic shifts are tracked within these quantity objects, so if a systematic shift is defined, the quantity object will register the shift. During the code generation, this allows to automatically create the necessary code to calculate all needed systematic shift. Quantities are defined as +The quantities themselves that are used also have to be defined. Within CROWN, systematic shifts are tracked within these quantity objects, so if a systematic shift is defined, the quantity object will register the shift. During the code generation, this allows to automatic create the necessary code to calculate all needed systematic shifts. Quantities are defined as .. code-block:: python @@ -149,9 +149,9 @@ The quantities themselves that are used also have to be defined. Within CROWN, s Electron_p4s = Quantity("Electron_p4") -The only argument here is the column name of the quantity. The same goes for our new output quantity, however, since it is a new quantity it should be of type :py:class:`~code_generation.quantity.Quantity`, not :py:class:`~code_generation.quantity.NanoAODQuantity`. The quantites are defined in the files found in the ``code_generation/quantities`` directory. +The only argument here is the column name of the quantity. The same goes for our new output quantity, however, since it is a new quantity it should be of type :py:class:`~code_generation.quantity.Quantity`, not :py:class:`~code_generation.quantity.NanoAODQuantity`. The quantities are defined in the files found in the ``code_generation/quantities`` directory. -After this, our new producer is now ready to be added to the configuration. In order to get the producer running, we have to add it to the set of producers, and we have to add the output quantity to the set of required outputs. In order to learn more on writing a configuration check out :ref:`Writing a CROWN Configuration`. +After this, our new producer is now ready to be added to the configuration. To get the producer running, we have to add it to the set of producers, and we have to add the output quantity to the set of required outputs. To learn more about writing a configuration check out :ref:`Writing a CROWN Configuration`. .. code-block:: python @@ -181,7 +181,7 @@ C++ functions The main purpose of the framework is to be efficient and fast. Therefore, it is essential to write clear and fast C++ functions, with as little overhead as possible. We try to enforce the following minimal requirements for new functions: -* The producer should live in a well defined namespace. If a producer is meant for electrons only, if should be contained in an electron namespace, rather than putting electron in the function name. +* The producer should live in a well-defined namespace. If a producer is meant for electrons only, it should be contained in an electron namespace, rather than putting an electron in the function name. * If possible, no jitting should be used. Although RDataFrames support jitted functions, this should be avoided if possible, since a jitted function can not be optimized at compile time and will slow down the execution time of the framework. @@ -195,7 +195,7 @@ The main purpose of the framework is to be efficient and fast. Therefore, it is * The first argument of the function should always be the dataframe, again with the type ``ROOT::RDF::RNode``. -* Add meaningfull debug messages to the code, using the provided logging functions. +* Add meaningful debug messages to the code, using the provided logging functions. @@ -206,9 +206,9 @@ There are different types of producers available Producer: This is the standard producer class and takes the following arguments: - * `` name``: Name of the producer showing up in error messages of the python workflow - * `` call``: Function call to be embedded into the C++ template. Use curly brackets like ``{parameter_name}`` in order to mark places where parameters - of the configuration shall be written. The following keys fulfill special roles and are reserved therefore: + * `` name``: Name of the producer showing up in error messages of the Python workflow + * `` call``: Function call to be embedded into the C++ template. Use curly brackets like ``{parameter_name}`` to mark places where parameters + of the configuration shall be written. The following keys fulfil special roles and are reserved, therefore: * ``{output}``: to be filled with names of output quantities (see :ref:`Python Quantities`) as strings separated by commas * ``{output_vec}``: like output but with curly brackets around it representing a C++ vector @@ -216,9 +216,9 @@ Producer: This is the standard producer class and takes the following arguments: * ``{input_vec}``: like input but with curly brackets around it representing a C++ vector * ``{df}``: to be filled with the input dataframe - * `` inputs``: input quantities, which are used to fill ``{input}`` and/or ``{input_vec}``. List can be empty if no inputs are required. - * `` outputs / None``: is used to fill ``{output}`` (not usable if None). Use None (not empty list) if no output is generated. - * `` scopes``: Scopes define certain sections of the production chain. ``global`` is the initial scope, and it can be split into multiple custom scopes working on individual dataframe branches and writing out separate ROOT trees. This list of scopes defines, in which scopes the producer can be used. Dependencies between quantities will be traced separately for each scope. For example properties of the tau candidates may be generated with the same producer but in different decay channels, which are represented by separate scopes. + * `` inputs``: input quantities, which are used to fill ``{input}`` and/or ``{input_vec}``. The list can be empty if no inputs are required. + * `` outputs / None``: is used to fill ``{output}`` (not usable if None). Use None (not an empty list) if no output is generated. + * `` scopes``: Scopes define certain sections of the production chain. ``global`` is the initial scope, and it can be split into multiple custom scopes working on individual dataframe branches and writing out separate ROOT trees. This list of scopes defines, which scopes the producer can be used in. Dependencies between quantities will be traced separately for each scope. For example, properties of the tau candidates may be generated with the same producer but in different decay channels, which are represented by separate scopes. VectorProducer: This is an extension of the standard producer class which can be used for C++ producers that need to be called several times with various parameter values. It takes the same arguments as the standard producer plus the following additional one: @@ -229,13 +229,13 @@ ProducerGroup: This object can be used to collect several producers for simplify It takes the same arguments as the standard producer plus the following additional one: * `` subproducers``: Producers can be any of the three types listed here. - The producer group executes the subproducers first. Optionally, a closing call can be added by filling the ``call``, ``inputs``, and ``output`` arguments accordingly. If set to None, no closing call is added and only the subproducers executed. A closing call is used to process the outputs of the subproducers forming a new output. In this case, the outputs of the subproducers can be regarded as internal quantities and be set automatically. Initialize the output of subproducers as an empty list if this automated generation of the output quantity is intended. All output quantities of the subproducers (generated automatically or by hand) are appended to the inputs of the closing call. + The producer group executes the subproducers first. Optionally, a closing call can be added by filling the ``call``, ``inputs``, and ``output`` arguments accordingly. If set to None, no closing call is added and only the subproducers are executed. A closing call is used to process the outputs of the subproducers forming a new output. In this case, the outputs of the subproducers can be regarded as internal quantities and be set automatically. Initialize the output of subproducers as an empty list if this automated generation of the output quantity is intended. All output quantities of the subproducers (generated automatically or by hand) are appended to the inputs of the closing call. Python Quantities ****************** -Quantities_ are objects in the python part that are used to trace the dependency between physical quantities and for bookkeeping, which systematic variations of a quantity exist. -Each physical quantity needs to be represented by such a python object. +Quantities_ are objects in the Python part that are used to trace the dependency between physical quantities and for bookkeeping, in which systematic variations of a quantity exist. +Each physical quantity needs to be represented by such a Python object. The output collection is defined as a list of such quantities and an individual branch is created in the ROOT tree for each systematic variation. .. _Quantities: https://github.com/KIT-CMS/CROWN/blob/main/code_generation/quantity.py @@ -243,7 +243,7 @@ The output collection is defined as a list of such quantities and an individual Debugging ********** -A more verbose version of the framework can be activated by setting a higher debug level. This can be done by setting the argument ``-DDebug=True`` during the cmake build. This will make the code generation, as well as the exetutable much more verbose. +A more verbose version of the framework can be activated by setting a higher debug level. This can be done by setting the argument ``-DDebug=True`` during the cmake build. This will make the code generation, as well as the executable much more verbose. Profiling ********** diff --git a/docs/sphinx_source/friend_trees.rst b/docs/sphinx_source/friend_trees.rst index a80d58c1..9e38c3f6 100644 --- a/docs/sphinx_source/friend_trees.rst +++ b/docs/sphinx_source/friend_trees.rst @@ -1,24 +1,24 @@ FriendTree Generation =========================== -CROWN can be used, to generate FriendTrees based on a CROWN ntuple. The concept of FriendTrees is explained here: https://root.cern/manual/trees/#widening-a-ttree-through-friends. They allow to extend an existing ntuple with new quantities. Common use cases are new high level variables like neural network outputs or additional correction factors. +CROWN can be used, to generate FriendTrees based on a CROWN ntuple. The concept of FriendTrees is explained here: https://root.cern/manual/trees/#widening-a-ttree-through-friends. They allow to extend an existing ntuple with new quantities. Common use cases are new high-level variables like neural network outputs or additional correction factors. .. image:: ../images/root_friends.png :width: 900 :align: center :alt: Sketch of how Friend trees work -The the example depicated above, two additional friends to the main NTuple are created. During analysis, the quantities stored in the friend trees can be added by using the ``AddFriend`` method. The quantities are then available in the TTree as if they were part of the original NTuple. +The the example depicted above, two additional friends to the main NTuple are created. During analysis, the quantities stored in the friend trees can be added by using the ``AddFriend`` method. The quantities are then available in the TTree as if they were part of the original NTuple. A FriendTree is generated using a FriendTreeConfiguration. Such a configuration has some major differences, compared to a regular configuration: 1. The input file is a CROWN ntuple, not a ROOT file. 2. Only one scope per user is allowed. 3. No global scope is required -4. The available inputs have to be specified. The available inputs can be provided by using a CROWN ntuple as input, or a json file. The ntuple can be used for debugging proposes, when running a production, it is recommended to use a json file. The basic structure this quantities map is listed below. Such a json can then be used for multiple eras, sampletypes and scopes. +4. The available inputs have to be specified. The available inputs can be provided by using a CROWN ntuple as input, or a JSON file. The ntuple can be used for debugging proposes, when running a production, it is recommended to use a JSON file. The basic structure of this quantities map is listed below. Such a JSON can then be used for multiple eras, sample types and scopes. -.. code-block:: json +.. code-block:: JSON { "era_1": { @@ -50,21 +50,21 @@ Writing a FriendTreeConfiguration The basic structure of a FriendTreeConfiguration is identical to a regular configuration. When creating a new FriendTree executable, an additional argument has to be provided: -* ``DQUANTITIESMAP`` - The path to the quantities map json file or the crown ntuple root file. +* ``DQUANTITIESMAP`` - The path to the quantities map JSON file or the crown ntuple root file. All other parameters are identical to the regular configuration. Setting up producers, outputs and new systematic shifts works the same way as before. The configuration has to be of type ``FriendTreeConfiguration``. During the configuration, the available inputs are checked for consistency, to catch any possible misconfiguration early. In addition, as for CROWN ntuples, only required shifts are executed. FriendTrees with multiple input friend trees -------------------------------------------- -Starting from version 0.3 of CROWN, it is also possible to use multiple input friend trees. A typical usecase for this feature is the evaluation of Classifiers, and storing the output of the classifier in the friend tree. This way, the classifier can utilize quantities from both the main ntuple, and from additional friend trees. The interface for configuring such a FriendTree executable is similar to the regular FriendTree configuration, with the following differences: +Starting from version 0.3 of CROWN, it is also possible to use multiple input friend trees. A typical use case for this feature is the evaluation of Classifiers, and storing the output of the classifier in the friend tree. This way, the classifier can utilize quantities from both the main ntuple and from additional friend trees. The interface for configuring such a FriendTree executable is similar to the regular FriendTree configuration, with the following differences: * The information for all input files has to be provided. This means that the ``DQUANTITIESMAP`` has to be extended. It is possible to - 1. provide a single json file, that contains the input information for all input files (the crown ntuple + all additional files) - 2. provide a list of json files, each containing the input information for one input file + 1. provide a single JSON file, that contains the input information for all input files (the crown ntuple + all additional files) + 2. provide a list of JSON files, each containing the input information for one input file 3. provide a list of root files (crown ntuple + all additional files) -During the execution, all inputfiles have to be provided, resulting in a command line like this: +During the execution, all input files have to be provided, resulting in a command line like this: .. code-block:: bash @@ -73,5 +73,5 @@ During the execution, all inputfiles have to be provided, resulting in a command Before execution, the input files are checked for consistency. This means that the following checks are performed: -* All inputfiles have to contain the same number of entries -* All inputfiles have to be readable (no missing files) \ No newline at end of file +* All input files have to contain the same number of entries +* All input files have to be readable (no missing files) \ No newline at end of file diff --git a/docs/sphinx_source/index.rst b/docs/sphinx_source/index.rst index e541435a..76f27dbd 100644 --- a/docs/sphinx_source/index.rst +++ b/docs/sphinx_source/index.rst @@ -1,10 +1,10 @@ Welcome to The CROWN documentation! #################################### -The The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fast new way to convert NanoAOD samples into flat :code:`TTrees` to be used in further analysis. The main focus of the framework is to provide a fast and clean way of selecting events, calculating quantities and weights. The framework has minimal dependencies and only uses ROOT and it's Dataframe as a backend. +The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fast new way to convert NanoAOD samples into flat :code:`TTrees` to be used in further analysis. The main focus of the framework is to provide a fast and clean way of selecting events and calculating quantities and weights. The framework has minimal dependencies and only uses ROOT and it's Dataframe as a backend. .. note:: - In order to get started, go here: :ref:`Getting started`. + To get started, go here: :ref:`Getting started`. .. note:: To read about recent changes and new features, go here: :ref:`changelog`. @@ -12,7 +12,7 @@ The The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fa Available Analyses ******************* - The following analyses configurations are currently available in CROWN. If you want to add your own analysis configuration, contact the developers. + The following analysis configurations are currently available in CROWN. If you want to add your analysis configuration, contact the developers. .. list-table:: Available Analyses Configurations for CROWN :widths: 25 150 diff --git a/docs/sphinx_source/introduction.rst b/docs/sphinx_source/introduction.rst index 0a157461..329e87d6 100644 --- a/docs/sphinx_source/introduction.rst +++ b/docs/sphinx_source/introduction.rst @@ -1,7 +1,7 @@ Introduction ============= -The The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fast new way to convert NanoAOD samples into flat :code:`TTrees` to be used in further analysis. The main focus of the framework is to provide a fast and clean way of selecting events, calculating quantities and weights. The framework has minimal dependencies and only uses ROOT and it's Dataframe as a backend. +The **C** ++-based **RO** OT **W** orkflow for **N** -tuples (CROWN) is a fast new way to convert NanoAOD samples into flat :code:`TTrees` to be used in further analysis. The main focus of the framework is to provide a fast and clean way of selecting events and calculating quantities and weights. The framework has minimal dependencies and only uses ROOT and it's Dataframe as a backend. Design Idea @@ -20,13 +20,13 @@ Getting started .. warning:: The Framework depends on the scale factors provided by CMS. These are directly included in the repository via a git submodule. Since the scale factors are added from the CERN gitlab, access to the CERN gitlab repository (https://gitlab.cern.ch/cms-nanoAOD/jsonpog-integration), is needed. Since the repository is added via SSH, your SSH key must be added to the CERN gitlab instance ( A tutorial on how to do this can be found here: https://docs.gitlab.com/ee/user/ssh.html#add-an-ssh-key-to-your-gitlab-account). - For the instructions to work, you also have to add the SSH key to your github.com account. The instructions to do this can be found here: https://help.github.com/articles/adding-a-new-ssh-key-to-your-github-account/ + For the instructions to work, you also have to add the SSH key to your GitHub.com account. The instructions to do this can be found here: https://help.github.com/articles/adding-a-new-ssh-key-to-your-github-account/ -After making sure, that the access right are given, setting up the framework is straight forward. +After making sure, that the access rights are given, setting up the framework is straightforward. -First clone the Repository +First, clone the Repository .. code-block:: console @@ -38,7 +38,7 @@ and source the current LCG stack (at the moment we use a nightly build) source init.sh -after this, the framework should be installed, but without any analysis, other than the example analysis. If you want to setup a specific anlysis, you can do so by adding the name of the analysis to your ``init.sh`` command. Currently, supported analyses are: +after this, the framework should be installed, but without any analysis, other than the example analysis. If you want to set up a specific analysis, you can do so by adding the name of the analysis to your ``init.sh`` command. Currently, supported analyses are: .. list-table:: Available Analyses :widths: 25 150 @@ -51,7 +51,7 @@ after this, the framework should be installed, but without any analysis, other t * - ``earlyrun3`` - https://github.com/khaosmos93/CROWN-config-earlyRun3 -So in order to setup the `tau` Analysis, you can do so by running +So to set the `tau` Analysis, you can do so by running .. code-block:: console @@ -60,20 +60,20 @@ So in order to setup the `tau` Analysis, you can do so by running Running the framework ********************** -In order to create a new executable, first create a build directory +To create a new executable, first create a build directory .. code-block:: console mkdir build && cd build -and then run `cmake` to setup the Makefiles. A python configuration is needed in order to specify the code, that should be generated. Configurations are located in the :code:`analysis_configuations` directory. Within this folder, a subfolder for each type of analysis is created. Within the analysis folder, multiple Configurations belonging to the same analysis can be located. For example in the `tau` analysis, a main configuration `config.py` as well as several smaller Configurations exist. +and then run `cmake` to set up the Makefiles. A python configuration is needed to specify the code, that should be generated. Configurations are located in the :code:`analysis_configuations` directory. Within this folder, a subfolder for each type of analysis is created. Within the analysis folder, multiple Configurations belonging to the same analysis can be located. For example in the `tau` analysis, a main configuration `config.py` as well as several smaller Configurations exist. .. Note:: You have to provide both 1. the analysis that you want to run e.g. `-DANALYSIS=template_analysis` 2. the configuration that should be used `-DCONFIG=min_config`. -For the cmake command a minimal set of options has to be provided, in this case we use the template analysis with the minimal example +For the cmake command, a minimal set of options has to be provided, in this case, we use the template analysis with the minimal example .. code-block:: console @@ -82,12 +82,12 @@ For the cmake command a minimal set of options has to be provided, in this case The options that are currently available are: * :code:`-DANALYSIS=template_analysis`: The analysis to be used. This is the name of the folder in the :code:`analysis_configurations` directory. - * :code:`-DCONFIG=min_config`: The configuration to be used. This is the name of the python configuration file. The file has to be located in the directory of the analysis and the path is provided in the python import syntax so e.g. :code:`subfolder.myspecialconfig` - * :code:`-DSAMPLES=emb`: The samples to be used. This is a single sample or a comma separated list of sample names. - * :code:`-DERAS=2018`: The era to be used. This is a single era or a comma separated list of era names. - * :code:`-DSCOPES=et`: The scopes to be run. This is a single scope or a comma separated list of scopes. The global scope is always run. + * :code:`-DCONFIG=min_config`: The configuration to be used. This is the name of the python configuration file. The file has to be located in the directory of the analysis and the path is provided in the Python import syntax e.g. :code:`subfolder.myspecialconfig` + * :code:`-DSAMPLES=emb`: The samples to be used. This is a single sample or a comma-separated list of sample names. + * :code:`-DERAS=2018`: The era to be used. This is a single era or a comma-separated list of era names. + * :code:`-DSCOPES=et`: The scopes to be run. This is a single scope or a comma-separated list of scopes. The global scope is always run. * :code:`-DTHREADS=20`: The number of threads to be used. Defaults to single threading. - * :code:`-DSHIFTS=all`: The shifts to be used. Defaults to all shifts. If set to :code:`all`, all shifts are used, if set to :code:`none`, no shifts are used, so only nominal is produced. If set to a comma separated list of shifts, only those shifts are used. If set to only a substring matching multiple shifts, all shifts matching that string will be produced e.g. :code:`-DSHIFTS=tauES` will produce all shifts containing :code:`tauES` in the name. + * :code:`-DSHIFTS=all`: The shifts to be used. Defaults to all shifts. If set to :code:`all`, all shifts are used, if set to :code:`none`, no shifts are used, so only nominal is produced. If set to a comma-separated list of shifts, only those shifts are used. If set to only a substring matching multiple shifts, all shifts matching that string will be produced e.g. :code:`-DSHIFTS=tauES` will produce all shifts containing :code:`tauES` in the name. * :code:`-DDEBUG=true`: If set to true, the code generation will run with debug information and the executable will be compiled with debug flags * :code:`-DOPTIMIZED=true`: If set to true, the compiler will run with :code:`-O3`, resulting in slower build times but faster runtimes. Should be used for developments, but not in production. @@ -97,10 +97,10 @@ Compile the executable using make install -j 20 -The recommendded build system is using regular UNIX build files, however, as an additional option, the ninja build system (https://ninja-build.org/) can be used for CROWN. In order to use ninja, set :code:`export CMAKE_GENERATOR="Ninja"` in the :code:`init.sh` as env variable, and then use the :code:`ninja install -j 20` command to compile the executable. Since CROWN profits from the parallelization of the build process, the number of threads can and should be set using the :code:`-j` option. +The recommended build system is using regular UNIX build files, however, as an additional option, the ninja build system (https://ninja-build.org/) can be used for CROWN. To use ninja, set :code:`export CMAKE_GENERATOR="Ninja"` in the :code:`init.sh` as env variable, and then use the :code:`ninja install -j 20` command to compile the executable. Since CROWN profits from the parallelization of the build process, the number of threads can and should be set using the :code:`-j` option. -After the compilation, the CROWN executable can be found in the :code:`build/bin` folder. The executable can be used via, with a single output file followed by an arbitrary number of input files. +After the compilation, the CROWN executable can be found in the :code:`build/bin` folder. The executable can be used via a single output file followed by an arbitrary number of input files. .. code-block:: console @@ -116,7 +116,7 @@ The Web documentation at readthedocs is updated automatically. However, if you w mkdir build_docs && cd build_docs -then run :code:`cmake` to setup the documentation building process +then run :code:`cmake` to set the documentation building process .. code-block:: console @@ -128,7 +128,7 @@ and build the documentation using make -The resulting documentation can than be found in +The resulting documentation can then be found in .. code-block:: console diff --git a/docs/sphinx_source/kingmaker.rst b/docs/sphinx_source/kingmaker.rst index 6303d66c..28afb9f6 100644 --- a/docs/sphinx_source/kingmaker.rst +++ b/docs/sphinx_source/kingmaker.rst @@ -1,7 +1,7 @@ KingMaker =========== -KingMaker is a workflow management for producing ntuples with the CROWN framework. The workflow management is based on law (https://github.com/riga/law), which is using luigi (https://github.com/spotify/luigi) as backend. +KingMaker is a workflow management for producing ntuples with the CROWN framework. The workflow management is based on law (https://github.com/riga/law), which uses luigi (https://github.com/spotify/luigi) as the backend. Setup ----- @@ -12,7 +12,7 @@ Setup cd KingMaker source setup.sh KingMaker -This should install all required packages and setup the environment. In addition, a ``luigid`` scheduler is started, if not already running. The required port is set to the ```LUIGIPORT``` environment variable. +This should install all required packages and set up the environment. In addition, a ``luigid`` scheduler is started, if not already running. The required port is set to the ```LUIGIPORT``` environment variable. Management of samples --------------------- @@ -86,18 +86,18 @@ In the next step, select the eras you want to use using the arrow keys and space » ● 2017 -and then selection the sampleypes you want to process. The output file will be a ``.txt`` file, which can be used to produce ntuples. +and then select the sample types you want to process. The output file will be a ``.txt`` file, which can be used to produce ntuples. Submission of ntuples --------------------- -In Kingmaker, two tasks are seperated: +In Kingmaker, two tasks are separated: 1. The production of ntuples 2. The production of friend trees -The first task is handeled by the ``ProduceFriends`` task, the latter by the ``ProduceFriends`` task. In the case of friend trees, missing Ntuples are generated automatically. +The first task is handled by the ``ProduceFriends`` task, the latter by the ``ProduceFriends`` task. In the case of friend trees, missing Ntuples are generated automatically. .. warning:: By default, KingMaker will write all outputs to the GridKA NRG storage. As a result, the user has to provide a valid X509 proxy, and the environment variable ``X509_USER_PROXY`` has to be set. The proxy can be created using ``voms-proxy-init``. The proxy has to be valid for at least 24 hours. The proxy can be checked using ``voms-proxy-info``. @@ -117,24 +117,24 @@ The different options are: - ``--analysis``: The analysis to be used. The name corresponds to the analysis folder in the ``CROWN/analysis_configurations`` folder. - ``--config``: The config file to be used. The config file contains the information about the samples, the input files, the output files, the friend trees, the branches to be read, etc. The config file is located in the ``CROWN/analysis_configurations//config`` folder. -- ``--sample-list``: The sample list to be used. The sample list can be generated by the ``sample_manager`` and contains the information about the samples to be processed. The sample nicks can also be provided as a comma separated list. -- ``--production-tag``: The production tag is used to identify the production. It is used to create the output folder and the output files. The output files are stored in the ``///CROWNRun/`` folder. The ``base`` variable is set using the Configuration. Be default, it is set to ``root://cmsxrootd-kit.gridka.de//store/user/${USER}/CROWN/ntuples/``. Within the folder, the different samples are stored, matching the ``///_.root`` pattern. -- ``--workers``: The number of workers to be used. Each worker is responsible for the submission and handeling of one sample. The number of workers should be at least the number of samples. -- ``--scopes``: The scopes to be used, provided as a comma separated list. -- ``--shifts``: The shifts to be used, provided as a comma separated list. If no shifts are provided, no shifts are applied. If ``All`` is provided, all shifts are applied, if ``None`` is provided, no shifts are applied. +- ``--sample-list``: The sample list to be used. The sample list can be generated by the ``sample_manager`` and contains the information about the samples to be processed. The sample nicks can also be provided as a comma-separated list. +- ``--production-tag``: The production tag is used to identify the production. It is used to create the output folder and the output files. The output files are stored in the ``///CROWNRun/`` folder. The ``base`` variable is set using the Configuration. By default, it is set to ``root://cmsxrootd-kit.gridka.de//store/user/${USER}/CROWN/ntuples/``. Within the folder, the different samples are stored, matching the ``///_.root`` pattern. +- ``--workers``: The number of workers to be used. Each worker is responsible for the submission and handling of one sample. The number of workers should be at least the number of samples. +- ``--scopes``: The scopes to be used, provided as a comma-separated list. +- ``--shifts``: The shifts to be used, provided as a comma-separated list. If no shifts are provided, no shifts are applied. If ``All`` is provided, all shifts are applied, if ``None`` is provided, no shifts are applied. .. warning:: - It can happen, that the law processes gets stuck after building the tarball, when trying to upload it to the dCache when using more than 1 worker. The task will be stuck indefinetly. To avoid this, the user must cancel the running law command using ``Ctrl+C``. Afterwards, the task can be restarted using the same command. The task will then continue with the upload of the tarball. The reason for this behaviour is unknown. + The law processes can get stuck after building the tarball when trying to upload it to the dCache when using more than 1 worker. The task will be stuck indefinitely. To avoid this, the user must cancel the running law command using ``Ctrl+C``. Afterwards, the task can be restarted using the same command. The task will then continue with the upload of the tarball. The reason for this behaviour is unknown. Additionally, the following options can be useful: - ``--print-status -1``: Print the status of the tasks. If ``-1`` is provided, the status of every task is printed. -- ``--remove-output -1``: Remove the output files. This option is useful if the production failed and the output files should be removed. This will trigger an interative CLI, where only parts of the production can be removed as well. -- ``--CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes, of if the batch system is currenty not available. However, be aware, that this option should only run with a limited amount of workers and samples, since it is very easy to overload the local machine. +- ``--remove-output -1``: Remove the output files. This option is useful if the production fails and the output files should be removed. This will trigger an interactive CLI, where only parts of the production can be removed as well. +- ``--CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes if the batch system is currently not available. However, be aware, that this option should only run with a limited amount of workers and samples since it is very easy to overload the local machine. .. warning:: - When using the dCache as Ntuple storage, the remove option should be used with care. Since the dCache caches files without checking, if the file content changed, overwriting files can lead to errors, were the old file is still cached. The saver option is to remove the old files and store the new files using a seperate ``production-tag``. + When using the dCache as Ntuple storage, the remove option should be used with care. Since the dCache caches files without checking, if the file content changes, overwriting files can lead to errors, where the old file is still cached. The saver option is to remove the old files and store the new files using a separate ``production-tag``. Production of friend trees @@ -151,34 +151,64 @@ Some additional options are required: - ``--friend-config``: The friend config file to be used. The friend config file contains the information about the friend trees to be produced. The friend config file is located in the ``CROWN/analysis_configurations//config`` folder. - ``--friend-name``: The name of the friend tree to be produced. The name has to match the name in the friend config file. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. -if more than one friend tree is required for the final friend tree, an additional option is required: +The resulting folder structure for the command listed above will be -- ``--friend-dependencies``: A list of additional configurations to be run. The list has to be provided as a comma separated list. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. +.. code-block:: -.. warning:: - Currently, it is not possible to specify an explicit name for the friend trees that are produced automatically using the ``--friend-dependencies`` option. Therefore, the name of the friend tree is set to the name of the friend config file. In a future update, additional functionality will be added to allow the user to specify a name for the friend trees. + /// + |- CROWNRun/ + |- ///_.root + |- CROWNFriends/ + |- test////_.root -As an exmaple, the command +Production of friend trees with additional friends as input +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +If the requested friend tree depends on additional friend trees the ``ProduceMultiFriends`` workflow is used for the final friend tree. The command .. code-block:: bash law run ProduceFriends --analysis tau --config config --friend-config tau_classifier --friend-dependencies tau_friends,tau_friends_2 --sample-list samples.txt --shifts None --friend-name special_tau_classifier --production-tag debugging_v81 --workers 2 -will produce not only ntuples for all samples specified in ``samples.txt`` using the config, but also the friend trees ``tau_friends`` and ``tau_friends_2``. All those three inputs will then be used, to produce the final friend tree ``special_tau_classifier``. The resulting folder structure will be +contains an additional option + +- ``--friend-dependencies``: A list of additional configurations to be run. The list has to be provided as a comma-separated list. The resulting friend trees will be stored in the ``///CROWNFriends//`` folder. To set the name for the intermediate friend trees, two options are available. By default, the name of the configuration will be used as the name of the friend tree. Alternatively, the parameter ``friend_mapping`` can be used, to define a dictionary, where a mapping between the friend config name and the friend tree name can be defined. The dictionary has to be provided as a JSON string. An example is given below: + +.. code-block:: python + + friend_mapping = {"tau_friends": "tau_friends_leptonscalefactors", "tau_friends_2": "tau_friends_svfit"} + +As an example, the command listed above will produce not only ntuples for all samples specified in ``samples.txt`` using the config but also the friend trees ``tau_friends`` and ``tau_friends_2``. All those three inputs will then be used, to produce the final friend tree ``special_tau_classifier``. The resulting folder structure will be + +.. code-block:: + + /// + |- CROWNRun/ + |- ///_.root + |- CROWNFriends/ + |- tau_friends////_.root (name automatically generated) + |- tau_friends_2////_.root (name automatically generated) + |- CROWNMultiFriends/ + |- tau_classifier////_.root + +if no ``friend_mapping`` is used, or .. code-block:: /// |- CROWNRun/ + |- ///_.root |- CROWNFriends/ - |- tau_classifier/ - |- tau_friends/ (name automatically generated) - |- tau_friends_2/ (name automatically generated) + |- tau_friends_leptonscalefactors////_.root (name automatically generated) + |- tau_friends_svfit////_.root (name automatically generated) + |- CROWNMultiFriends/ + |- tau_classifier////_.root +with the exmaple ``friend_mapping`` mentioned above. To perform the generation of friend trees locally, use -- ``--CROWNFriends-workflow local --CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes, of if the batch system is currenty not available. However, be aware, that this option should only run with a limited amount of workers and samples, since it is very easy to overload the local machine. +- ``--CROWNFriends-workflow local --CROWNRun-workflow local``: This option can be used to run the production locally. This is useful for debugging purposes if the batch system is currently not available. However, be aware, that this option should only run with a limited amount of workers and samples since it is very easy to overload the local machine. @@ -204,7 +234,7 @@ In general, it is good practice to use the ``use_cache`` option. This will cache The ``base`` option defines the base path of the remote filesystem. The ``${USER}`` variable is replaced by the username. The ``base`` path is used to define the output path of the ntuples and friend trees. The ``base`` path is also used to define the input path of the friend trees. The ``base`` path should be set to the path of the dCache storage. -The ``KingMaker_luigi.cfg`` file contains the configuration of the different tasks. The most important options are defined in the ``[DEFAULT]`` section and include setting for the HTCondor job submission. Parameters defined in the ``[DEFAULT]`` section can be overwritten in the task specific sections. +The ``KingMaker_luigi.cfg`` file contains the configuration of the different tasks. The most important options are defined in the ``[DEFAULT]`` section and include setting for the HTCondor job submission. Parameters defined in the ``[DEFAULT]`` section can be overwritten in the task-specific sections. .. code-block:: @@ -253,9 +283,9 @@ Here, the ``wlcg_path`` option should be set to the same path, as the ``base`` p # friends have to be run in single core mode to ensure a correct order of the tree entries htcondor_request_cpus = 1 -The ``problematic_eras`` option is used to define eras, where only one file per task is processed. This can be required, if the NanoAOD input files have a change in their structure, e.g. if trigger paths are modified. To avoid problems in these cases, jobs can be processed with only one input file. This will slow down the processing, but ensures that the processing is not stopped by a single file. Disk, walltime and other requirements can be set in the task specific sections. +The ``problematic_eras`` option is used to define eras, where only one file per task is processed. This can be required, if the NanoAOD input files have a change in their structure, e.g. if trigger paths are modified. To avoid problems in these cases, jobs can be processed with only one input file. This will slow down the processing but ensures that the processing is not stopped by a single file. Disk, wall time and other requirements can be set in the task-specific sections. .. warning:: - For friend trees, multiprocessing is not possible, since the resulting friend tree must have the same order as the input tree. Therefore, the ``htcondor_request_cpus`` option has be set to 1, which will disable multiprocessing. + For friend trees, multiprocessing is not possible, since the resulting friend tree must have the same order as the input tree. Therefore, the ``htcondor_request_cpus`` option has to be set to 1, which will disable multiprocessing. For a more complete description of the different options, please refer to the overcomplete configuration in the law repository (https://github.com/riga/law/blob/master/law.cfg.example). \ No newline at end of file diff --git a/docs/sphinx_source/py_configuration.rst b/docs/sphinx_source/py_configuration.rst index d40f2f37..f632e5c6 100644 --- a/docs/sphinx_source/py_configuration.rst +++ b/docs/sphinx_source/py_configuration.rst @@ -7,13 +7,13 @@ The most important part of CROWN is the configuration file. In this file, all pr 2. Parameters to be used by the producers 3. Output variables to be used -Additionally it can include +Additionally, it can include 1. Modifiers: Modifiers can be used to change parameters based on era or sample. -2. Rules: A modification rule can be used to add / remove producers based on era or sample. +2. Rules: A modification rule can be used to add/remove producers based on era or sample. 3. Systematics: Systematics can be used to vary the parameters of the producers and add the varied output to the output file as well. -One concept of CROWN is that several analysis final states can be produced at the same time. First, the **global** scope is run, which includes all operations that are independent of the analysis final state and are identical for all final states. Then, the processing is split into several **scopes**, which are run in parallel. Each **scope** results in a separate output file in the end. All parameters, outputs, producers, modifiers and systematics are always defined, depending on the scope. The global scope can be treated as a normal scope, but **it is always run first**, and all other scopes inherit the parameters, producers, modifiers and systematics of the global scope. +One advantage of CROWN is that several final states can be produced at the same time. First, the **global** scope is run, which includes all operations that are independent of the analysis's final state and are identical for all final states. Then, the processing is split into several **scopes**, which are run in parallel. Each **scope** results in a separate output file in the end. All parameters, outputs, producers, modifiers and systematics are always defined, depending on the scope. The global scope can be treated as a normal scope, but **it is always run first**, and all other scopes inherit the parameters, producers, modifiers and systematics of the global scope. .. image:: ../images/scopes.png @@ -30,7 +30,7 @@ The configuration file should be contained in the config folder. During the buil -DANALYSIS=analysisname -where the ``analysisname`` is the name of the configuration file. Files in different folders can be specified using the python import syntax so e.g. ``-DANALYSIS=config.analysis.signal``. The basic required structure of the configuration file is as follows: +where the ``analysisname`` is the name of the configuration file. Files in different folders can be specified using the Python import syntax e.g. ``-DANALYSIS=config.analysis.signal``. The basic required structure of the configuration file is as follows: .. code-block:: python @@ -67,13 +67,13 @@ where the ``analysisname`` is the name of the configuration file. Files in diffe configuration.report() return configuration.dump_dict() -The configuration class provides several functions to setup a configuration conveniently. Theses functions will be explained in the following. +The configuration class provides several functions to set up a configuration conveniently. These functions will be explained in the following. Parameters *********** -Parameters are added using the :py:func:`~code_generation.configuration.Configuration.add_config_parameters` function. A basic expample usage of the function is +Parameters are added using the :py:func:`~code_generation.configuration.Configuration.add_config_parameters` function. A basic example usage of the function is .. code-block:: python @@ -88,7 +88,7 @@ Parameters are added using the :py:func:`~code_generation.configuration.Configur }, ) -This adds the parameters ``muon_iso_cut``, ``min_muon_pt``, ``max_muon_eta`` and ``muon_id`` to the parameter list of the producers ``mm`` and ``mt``. These parameters can be used by any producer in the ``mm`` and ``mt`` scope, and will be set to the given values. So e.g. in the :py:obj:`~code_generation.producers.muons.GoodMuonPtCut` producer +This adds the parameters ``muon_iso_cut``, ``min_muon_pt``, ``max_muon_eta`` and ``muon_id`` to the parameter list of the producers ``mm`` and ``mt``. These parameters can be used by any producer in the ``mm`` and ``mt`` scope and will be set to the given values. So e.g. in the :py:obj:`~code_generation.producers.muons.GoodMuonPtCut` producer .. code-block:: python @@ -111,7 +111,7 @@ Modifiers can be used, to conveniently change parameters of the configuration ba 1. :py:class:`~code_generation.modifiers.SampleModifier` - Modifies the parameters of producers based on the sample. 2. :py:class:`~code_generation.modifiers.EraModifier` - Modifies the parameters of producers based on the era. -Both have a similar interface. The basic structure on how to include a modifier is +Both have a similar interface. The basic structure of how to include a modifier is .. code-block:: python @@ -130,7 +130,7 @@ Internally, the resolving of modifiers is done using the :py:func:`~code_generat Output Quantities ****************** -All output quantites will be included in the output ntuple ROOT file. The output quantities are defined using the :py:func:`~code_generation.configuration.Configuration.add_outputs` function. The basic structure is +All output quantities will be included in the output ntuple ROOT file. The output quantities are defined using the :py:func:`~code_generation.configuration.Configuration.add_outputs` function. The basic structure is .. code-block:: python @@ -144,12 +144,12 @@ All output quantites will be included in the output ntuple ROOT file. The output ], ) -This example adds the output quantities ``event``, ``pt_1``, ``pt_2`` and ``m_vis`` to the output of the producers ``mm`` and ``mt``. There are two types of quantites available: +This example adds the output quantities ``event``, ``pt_1``, ``pt_2`` and ``m_vis`` to the output of the producers ``mm`` and ``mt``. There are two types of quantities available: 1. :py:class:`~code_generation.quantity.Quantity` - A quantity produced by a CROWN producer 2. :py:class:`~code_generation.quantity.NanoAODQuantity` - A quantity from the input nanoAOD file -Both types can be used as output quantities. A :py:class:`~code_generation.quantity.Quantity` has to be definded in the :py:obj:`code_generation.quantities.output` file and a :py:class:`~code_generation.quantity.NanoAODQuantity` is defined in the :py:obj:`code_generation.quantities.nanoAOD` file. +Both types can be used as output quantities. A :py:class:`~code_generation.quantity.Quantity` has to be defined in the :py:obj:`code_generation.quantities.output` file and a :py:class:`~code_generation.quantity.NanoAODQuantity` is defined in the :py:obj:`code_generation.quantities.nanoAOD` file. Set of Producers ***************** @@ -169,14 +169,14 @@ The set of producers to be run can be defined using the :py:func:`~code_generati ] ) -In this example, the producers ``GoodMuons``, ``VetoMuons``, ``MMPairSelection`` and ``GoodMMPairFilter`` are added to the list of producers ``mm``. The producers added here can be both a :py:class:`~code_generation.producer.Producer` or a :py:class:`~code_generation.producers.ProducerGroup`. Also, the order of the producers is not important. Using the :py:func:`~code_generation.configuration.Configuration.optimize` function, the producers ordering will be optimized, such that filters are always run first, and that producers that depend on other producers are run after the producers that they depend on. +In this example, the producers ``GoodMuons``, ``VetoMuons``, ``MMPairSelection`` and ``GoodMMPairFilter`` are added to the list of producers ``mm``. The producers added here can be both a :py:class:`~code_generation.producer.Producer` or a :py:class:`~code_generation.producers.ProducerGroup`. Also, the order of the producers is not important. Using the :py:func:`~code_generation.configuration.Configuration.optimize` function, the producers' ordering will be optimized, such that filters are always run first, and that producers that depend on other producers are run after the producers that they depend on. -The collection of available producers can be found in the :py:mod:`code_generation.producers` folder. An explanation on how producers are setup and linked to their corresponding C++ function is given in :ref:`Defining a new python Producer`. +The collection of available producers can be found in the :py:mod:`code_generation.producers` folder. An explanation of how producers are set up and linked to their corresponding C++ function is given in :ref:`Defining a new python Producer`. Systematic Variations ********************** -Systematic Variations are an important part of physics analysis. CROWN provides a powerful way to setup systematic variations. The basic structure of including a systematic variation to the configuration is the :py:func:`~code_generation.configuration.Configuration.add_shift` function. The basic structure is +Systematic Variations are an important part of physics analysis. CROWN provides a powerful way to set up systematic variations. The basic structure of including a systematic variation to the configuration is the :py:func:`~code_generation.configuration.Configuration.add_shift` function. The basic structure is .. code-block:: python @@ -190,10 +190,10 @@ Systematic Variations are an important part of physics analysis. CROWN provides ) In this example, a new :py:class:`~code_generation.systematics.SystematicShift` object is added to the configuration. The ``name`` of the shift is ``tauES_1prong0pizeroDown``. The ``shift_config`` contains a dictionary of configuration parameters, that are varied for this shift. In this case, the ``tau_ES_shift_DM0`` parameter is set to 0.998. The ``producers`` is a dictionary that contains the producers that should be shifted. The ``ignore_producers`` is a dictionary that contains the producers that should not be shifted. -In the output file, for all quantities, that depend on the output of the ``TauPtCorrection`` producer a shifted version of that quantity will exist as well. The shifted version will be named ``quantityname__tauES_1prong0pizeroDown``, so the name of the shift will be added to the end of the quantity name, seperated by ``__``. -Internally, the CROWN framework automatically tracks all shifts and all producers that are depend on shifted quantities, and that are not in the ``ignore_producers`` list. The shifted quantites are automatically added to the processing and the output file. +In the output file, for all quantities, that depend on the output of the ``TauPtCorrection`` producer a shifted version of that quantity will exist as well. The shifted version will be named ``quantityname__tauES_1prong0pizeroDown``, so the name of the shift will be added to the end of the quantity name, separated by ``__``. +Internally, the CROWN framework automatically tracks all shifts and all producers that depend on shifted quantities, and that are not in the ``ignore_producers`` list. The shifted quantities are automatically added to the processing and the output file. -Some systematic shifts are already available in the input ROOT file. To incorperate such a shift, a :py:class:`~code_generation.systematics.SystematicShiftByQuantity` object can be created. The basic structure is +Some systematic shifts are already available in the input ROOT file. To incorporate such a shift, a :py:class:`~code_generation.systematics.SystematicShiftByQuantity` object can be created. The basic structure is .. code-block:: python @@ -212,7 +212,7 @@ In this example, the systematic shift is called ``metUnclusteredEnUp``. The ``qu Modification Rules ******************* -Modification rules are used to modify the set of producers that are run. A typical usecase for this is, that MC samples require some correction, that does not have to be applied for data. In CROWN, the user would add the corresponding producer to the set of producers to be run, and add a modification rule to the configuration, which removes the corresponding producer for data. A :py:class:`~code_generation.rules.ProducerRule` is added using :py:func:`~code_generation.configuration.Configuration.add_modification_rule`. Currently, two types of modification rules exist: +Modification rules are used to modify the set of producers that are run. A typical use case for this is, that MC samples require some correction, that does not have to be applied for data. In CROWN, the user would add the corresponding producer to the set of producers to be run, and add a modification rule to the configuration, which removes the corresponding producer for data. A :py:class:`~code_generation.rules.ProducerRule` is added using :py:func:`~code_generation.configuration.Configuration.add_modification_rule`. Currently, two types of modification rules exist: 1. :py:class:`~code_generation.rules.RemoveProducer` - Removes a producer from the set of producers to be run. 2. :py:class:`~code_generation.rules.AppendProducer` - Appends a producer to the set of producers to be run. From 73f43eaea6e506395aa009ce1e5a85c7eb05cabc Mon Sep 17 00:00:00 2001 From: Sebastian Brommer Date: Thu, 14 Sep 2023 17:11:35 +0200 Subject: [PATCH 172/284] WIP: Code cleanup (#205) * update get-diff shell script * add badge * remove unneeded imports * shell script formatting * code cleanup * Update zenodo release --- README.md | 3 +- analysis_configurations/unittest/generate.py | 4 +-- .../unittest/generate_friends.py | 4 +-- .../unittest/producers/muon_sf_friends.py | 1 - .../unittest/unittest_friends.py | 2 -- checks/cpp-formatting.sh | 2 +- checks/get-diff.sh | 22 +++++++------- checks/git-status.sh | 6 ++-- checks/python-formatting.sh | 4 +-- checks/setup_from_tarball.sh | 30 +++++++++---------- include/SVFit/FastMTT.hxx | 7 ++--- init.sh | 11 ++++--- 12 files changed, 44 insertions(+), 52 deletions(-) diff --git a/README.md b/README.md index bf969384..dc8a04e7 100644 --- a/README.md +++ b/README.md @@ -3,8 +3,9 @@

      --- diff --git a/analysis_configurations/unittest/generate.py b/analysis_configurations/unittest/generate.py index 285f83fd..384476fd 100644 --- a/analysis_configurations/unittest/generate.py +++ b/analysis_configurations/unittest/generate.py @@ -1,8 +1,6 @@ -from os import path, makedirs +from os import path import importlib from code_generation.code_generation import CodeGenerator -from code_generation.friend_trees import FriendTreeConfiguration -import inspect def run(args): diff --git a/analysis_configurations/unittest/generate_friends.py b/analysis_configurations/unittest/generate_friends.py index d7179b2e..2e73dcd6 100644 --- a/analysis_configurations/unittest/generate_friends.py +++ b/analysis_configurations/unittest/generate_friends.py @@ -1,8 +1,6 @@ -from os import path, makedirs +from os import path import importlib from code_generation.code_generation import CodeGenerator -from code_generation.friend_trees import FriendTreeConfiguration -import inspect def run(args): diff --git a/analysis_configurations/unittest/producers/muon_sf_friends.py b/analysis_configurations/unittest/producers/muon_sf_friends.py index 0a69e697..3468878e 100644 --- a/analysis_configurations/unittest/producers/muon_sf_friends.py +++ b/analysis_configurations/unittest/producers/muon_sf_friends.py @@ -1,5 +1,4 @@ from ..quantities import output as q -from ..quantities import nanoAOD as nanoAOD from code_generation.producer import Producer diff --git a/analysis_configurations/unittest/unittest_friends.py b/analysis_configurations/unittest/unittest_friends.py index 2db933fb..9307a4db 100644 --- a/analysis_configurations/unittest/unittest_friends.py +++ b/analysis_configurations/unittest/unittest_friends.py @@ -3,8 +3,6 @@ from typing import List, Union import os from .producers import muon_sf_friends as muon_sf_friends -from .producers import pairquantities as pairquantities -from .producers import scalefactors as scalefactors from .quantities import output as q # from code_generation.configuration import Cnofiguration diff --git a/checks/cpp-formatting.sh b/checks/cpp-formatting.sh index d96ed525..89658631 100644 --- a/checks/cpp-formatting.sh +++ b/checks/cpp-formatting.sh @@ -2,7 +2,7 @@ for FILENAME in $(find . -name "*.[h,c]xx"); do - clang-format -i $FILENAME + clang-format -i "$FILENAME" done DIFF=$(git --no-pager diff) diff --git a/checks/get-diff.sh b/checks/get-diff.sh index 7b182027..6e5a5ef1 100755 --- a/checks/get-diff.sh +++ b/checks/get-diff.sh @@ -10,31 +10,31 @@ if [ -z "$analysis" ] || [ -z "$base_path" ] || [ -z "$result_dir" ]; then fi # create the result folder if it does not exist if [ ! -d "$result_dir" ]; then - mkdir -p $result_dir + mkdir -p "$result_dir" fi # go to the base_path -cd $base_path +cd "$base_path" base_diff=$result_dir/base_diff.patch commit_hash=$result_dir/base_commit_hash.txt -touch $base_diff +touch "$base_diff" for next in $(git ls-files --others --exclude-standard); do - git --no-pager diff --no-index /dev/null $next >>$base_diff + git --no-pager diff --no-index /dev/null "$next" >>"$base_diff" done -git rev-parse HEAD >$commit_hash +git rev-parse HEAD >"$commit_hash" # cd into the analysis directory analysis_path=$base_path/analysis_configurations/$analysis if [ -d "$analysis_path" ]; then - cd $analysis_path + cd "$analysis_path" analysis_diff=$result_dir/analysis_diff.patch analysis_commit=$result_dir/analysis_commit_hash.txt analysis_name=$result_dir/analysis_name.txt - touch $analysis_diff + touch "$analysis_diff" for next in $(git ls-files --others --exclude-standard); do - git --no-pager diff --no-index /dev/null $next >>$analysis_diff + git --no-pager diff --no-index /dev/null "$next" >>"$analysis_diff" done - git rev-parse HEAD >$analysis_commit - echo $analysis >$analysis_name + git rev-parse HEAD >"$analysis_commit" + echo "$analysis" >"$analysis_name" else - analysiscommit="not_found" + echo "ERROR: analysis directory does not exist" fi diff --git a/checks/git-status.sh b/checks/git-status.sh index 8448a05b..2c28d3ab 100755 --- a/checks/git-status.sh +++ b/checks/git-status.sh @@ -8,7 +8,7 @@ if [ -z "$analysis" ] || [ -z "$basepath" ]; then exit 1 fi # go to the basepath -cd $basepath +cd "$basepath" # get the status of the git repo and store it in a variable if output=$(git status --porcelain) && [ -z "$output" ]; then crown_is_clean="true" @@ -19,9 +19,9 @@ fi # get the current commit hash and store it in a variable maingitcommit=$(git rev-parse HEAD) # cd into the analysis directory -analysispath=$basepath/analysis_configurations/$analysis +analysispath="$basepath/analysis_configurations/$analysis" if [ -d "$analysispath" ]; then - cd $analysispath + cd "$analysispath" # get the status of the git repo and store it in a variable if output=$(git status --porcelain) && [ -z "$output" ]; then analysis_is_clean="true" diff --git a/checks/python-formatting.sh b/checks/python-formatting.sh index 6cc10742..3f65d7b7 100644 --- a/checks/python-formatting.sh +++ b/checks/python-formatting.sh @@ -4,11 +4,11 @@ FOUND_ISSUE=0 for FILENAME in $(find . -name "*.py"); do - black --check $FILENAME + black --check "$FILENAME" RETURN_VALUE=$? if [ $RETURN_VALUE -ne 0 ] then - black --diff $FILENAME 2> /dev/null + black --diff "$FILENAME" 2> /dev/null FOUND_ISSUE=1 fi done diff --git a/checks/setup_from_tarball.sh b/checks/setup_from_tarball.sh index 321d17d3..58571a45 100755 --- a/checks/setup_from_tarball.sh +++ b/checks/setup_from_tarball.sh @@ -9,47 +9,47 @@ if [ -z "$tarball" ]; then fi # create the checkout location if it does not exist if [ ! -d "$checkout_location" ]; then - mkdir -p $checkout_location + mkdir -p "$checkout_location" fi if [ -d "$tarball" ]; then echo "Using tarball folder $tarball" mkdir temp - cp -r $tarball temp/ - tarball=$(realpath temp/$tarball) + cp -r "$tarball" temp/ + tarball=$(realpath "temp/$tarball") # if tarball is a file, unpack it here elif [ -f "$tarball" ]; then echo "Using tarball file $tarball" mkdir temp - tar -xzf $tarball -C temp/ + tar -xzf "$tarball" -C temp/ tarball=$(realpath temp) else echo "ERROR: tarball must be a file or a folder" exit 1 fi # go to the checkout location -cd $checkout_location +cd "$checkout_location" echo "Using temporary tarball copy in $tarball" # read the commit hashes from the diff folder in the tarball -base_commit=$(cat $tarball/diff/base_commit_hash.txt) -analysis_commit=$(cat $tarball/diff/analysis_commit_hash.txt) -analysis_name=$(cat $tarball/diff/analysis_name.txt) +base_commit=$(cat "$tarball/diff/base_commit_hash.txt") +analysis_commit=$(cat "$tarball/diff/analysis_commit_hash.txt") +analysis_name=$(cat "$tarball/diff/analysis_name.txt") # checkout the base repository with the commit hash git clone --recursive git@github.com:KIT-CMS/CROWN cd CROWN -git checkout $base_commit +git checkout "$base_commit" # apply the base diff -git apply $tarball/diff/base_diff.patch +git apply "$tarball/diff/base_diff.patch" # setup the analysis with the init script -bash init.sh $analysis_name +bash init.sh "$analysis_name" # checkout the analysis repository with the commit hash -cd analysis_configurations/$analysis_name -git checkout $analysis_commit +cd "analysis_configurations/$analysis_name" +git checkout "$analysis_commit" # apply the analysis diff -git apply $tarball/diff/analysis_diff.patch +git apply "$tarball/diff/analysis_diff.patch" # cleanup the temporary tarball -rm -rf $tarball +rm -rf "$tarball" echo "**************************************************************" echo "* Setup from tarball finished. You can now run the analysis *" echo "**************************************************************" diff --git a/include/SVFit/FastMTT.hxx b/include/SVFit/FastMTT.hxx index 61d2f0df..cfb0eff7 100644 --- a/include/SVFit/FastMTT.hxx +++ b/include/SVFit/FastMTT.hxx @@ -1,6 +1,9 @@ #ifndef FastMTT_FastMTT_H #define FastMTT_FastMTT_H +#include "Math/LorentzVector.h" +#include "TBenchmark.h" +#include "TMatrixD.h" #include #include #include @@ -18,10 +21,6 @@ class Functor; } // namespace ROOT class TVector2; -#include "Math/LorentzVector.h" -#include "TBenchmark.h" -#include "TMatrixD.h" - typedef ROOT::Math::LorentzVector> LorentzVector; namespace fastMTT { diff --git a/init.sh b/init.sh index 8ddb1a97..30606bed 100644 --- a/init.sh +++ b/init.sh @@ -58,16 +58,15 @@ if [ -z "$1" ]; then else if [[ "$1" == "tau" && ! -d "${SCRIPT_DIR}/analysis_configurations/tau" ]]; then echo "Cloning analysis tau into ${SCRIPT_DIR}/analysis_configurations/tau" - git clone git@github.com:KIT-CMS/TauAnalysis-CROWN.git ${SCRIPT_DIR}/analysis_configurations/tau + git clone git@github.com:KIT-CMS/TauAnalysis-CROWN.git "${SCRIPT_DIR}/analysis_configurations/tau" elif [[ "$1" == "earlyrun3" && ! -d "${SCRIPT_DIR}/analysis_configurations/earlyrun3" ]]; then echo "Cloning analysis earlyrun3 into ${SCRIPT_DIR}/analysis_configurations/earlyrun3" - git clone https://github.com/khaosmos93/CROWN-config-earlyRun3.git ${SCRIPT_DIR}/analysis_configurations/earlyrun3 + git clone https://github.com/khaosmos93/CROWN-config-earlyRun3.git "${SCRIPT_DIR}/analysis_configurations/earlyrun3" elif [[ "$1" == "whtautau" && ! -d "${SCRIPT_DIR}/analysis_configurations/whtautau" ]]; then echo "Cloning analysis whtautau into ${SCRIPT_DIR}/analysis_configurations/whtautau" - git clone git@github.com:KIT-CMS/WHTauTauAnalysis-CROWN.git ${SCRIPT_DIR}/analysis_configurations/whtautau - elif [[ "$1" == "s" && ! -d "${SCRIPT_DIR}/analysis_configurations/s" ]] - then + git clone git@github.com:KIT-CMS/WHTauTauAnalysis-CROWN.git "${SCRIPT_DIR}/analysis_configurations/whtautau" + elif [[ "$1" == "s" && ! -d "${SCRIPT_DIR}/analysis_configurations/s" ]]; then echo "Cloning analysis s-channel into ${SCRIPT_DIR}/analysis_configurations/s" - git clone git@github.com:nfaltermann/CROWNs.git ${SCRIPT_DIR}/analysis_configurations/s + git clone git@github.com:nfaltermann/CROWNs.git "${SCRIPT_DIR}/analysis_configurations/s" fi fi From 4375885ec13c2e92f03a2f4d1001199a85e60e1f Mon Sep 17 00:00:00 2001 From: jdriesch Date: Tue, 10 Oct 2023 12:45:24 +0200 Subject: [PATCH 173/284] bug fix --- code_generation/configuration.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/code_generation/configuration.py b/code_generation/configuration.py index 27f5dd74..5bb1071f 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -6,7 +6,8 @@ from code_generation.exceptions import ( ScopeConfigurationError, - ConfigurationError, + +mummConfigurationError, EraConfigurationError, InvalidOutputError, SampleConfigurationError, @@ -585,7 +586,7 @@ def _remove_empty_configkeys(self, config) -> None: Returns: None """ - for key in config: + for key in list(config): if isinstance(config[key], dict): self._remove_empty_configkeys(config[key]) # special case for extended vector producers, here we can have a list, that contains empty dicts From 90723bc538958c5bcd5d0592daaf15a5f3584bec Mon Sep 17 00:00:00 2001 From: jdriesch Date: Tue, 10 Oct 2023 12:58:56 +0200 Subject: [PATCH 174/284] additional genlepton information --- code_generation/configuration.py | 3 +- src/genparticles.cxx | 388 +++++++++++++++++++++++++++++++ 2 files changed, 389 insertions(+), 2 deletions(-) diff --git a/code_generation/configuration.py b/code_generation/configuration.py index 5bb1071f..cf5c5b2d 100644 --- a/code_generation/configuration.py +++ b/code_generation/configuration.py @@ -6,8 +6,7 @@ from code_generation.exceptions import ( ScopeConfigurationError, - -mummConfigurationError, + ConfigurationError, EraConfigurationError, InvalidOutputError, SampleConfigurationError, diff --git a/src/genparticles.cxx b/src/genparticles.cxx index c93685a8..f771b5aa 100644 --- a/src/genparticles.cxx +++ b/src/genparticles.cxx @@ -2,6 +2,7 @@ #define GUARD_GENPARTICLES_H #include "../include/utility/Logger.hxx" +#include "../include/defaults.hxx" #include "ROOT/RDataFrame.hxx" #include "ROOT/RVec.hxx" #include "bitset" @@ -23,6 +24,393 @@ enum class GenMatchingCode : int { IS_MUON_FROM_W = 8 }; +enum class GenStatusFlag : int { + NONE = -1, + isPrompt = 0, + isDecayedLeptonHadron = 1, + isTauDecayProduct = 2, + isPromptTauDecayProduct = 3, + isDirectTauDecayProduct = 4, + isDirectPromptTauDecayProduct = 5, + isDirectHadronDecayProduct = 6, + isHardProcess = 7, + fromHardProcess = 8, + isHardProcessTauDecayProduct = 9, + isDirectHardProcessTauDecayProduct = 10, + fromHardProcessBeforeFSR = 11, + isFirstCopy = 12, + isLastCopy = 13, + isLastCopyBeforeFSR = 14 +}; + +namespace genleptons { +ROOT::RDF::RNode GenLepton(ROOT::RDF::RNode df, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticles_pdgid, + const std::string &genparticles_status, + const std::string &genparticles_statusFlag) { + + auto lambda_idx_1 = []( + const ROOT::RVec &rvec_pdgId, + const ROOT::RVec &rvec_status, + const ROOT::RVec &rvec_status_flag) { + int idx = -99; + for (unsigned int i = 0; i < rvec_pdgId.size(); i++) { + int pdgid = rvec_pdgId.at(i); + int status = rvec_status.at(i); + int status_flag = rvec_status_flag.at(i); + if ((pdgid == 11 || pdgid == 13) && status == 1 && + IntBits(status_flag).test((int)GenStatusFlag::fromHardProcess) && + IntBits(status_flag).test((int)GenStatusFlag::isPrompt) && + !IntBits(status_flag).test((int)GenStatusFlag::isTauDecayProduct)) { + if (idx > -1) { + Logger::get("GenLepton")->critical("ERROR: more than 1 final state lepton with pdgId {}, prev idx {}, new idx {}", pdgid, idx, i); + return -99; + } + idx = i; + } + } + return idx; + }; + + auto lambda_idx_2 = []( + const ROOT::RVec &rvec_pdgId, + const ROOT::RVec &rvec_status, + const ROOT::RVec &rvec_status_flag) { + int idx = -99; + for (unsigned int i = 0; i < rvec_pdgId.size(); i++) { + int pdgid = rvec_pdgId.at(i); + int status = rvec_status.at(i); + int status_flag = rvec_status_flag.at(i); + if ((pdgid == -11 || pdgid == -13) && status == 1 && + IntBits(status_flag).test((int)GenStatusFlag::fromHardProcess) && + IntBits(status_flag).test((int)GenStatusFlag::isPrompt) && + !IntBits(status_flag).test((int)GenStatusFlag::isTauDecayProduct)) { + if (idx > -1) { + Logger::get("GenLepton")->critical("ERROR: more than 1 final state lepton with pdgId {}, prev idx {}, new idx {}", pdgid, idx, i); + return -99; + } + idx = i; + } + } + return idx; + }; + + auto lambda_float = [](const int &idx, const ROOT::RVec &col) { + return col.at(idx, default_float); + }; + auto lambda_int = [](const int &idx, const ROOT::RVec &col) { + return col.at(idx, default_int); + }; + + auto lambd_p4 = [](const float &pt, const float &eta, const float &phi, const float &mass) { + ROOT::Math::PtEtaPhiMVector p4; + if (pt > 0.) { + p4 = ROOT::Math::PtEtaPhiMVector(pt, eta, phi, mass); + } else { + p4 = ROOT::Math::PtEtaPhiMVector( + default_float, default_float, + default_float, default_float + ); + } + return p4; + }; + + auto df1 = df.Define("genlep_idx_1", lambda_idx_1, {genparticles_pdgid, genparticles_status, genparticles_statusFlag}); + auto df2 = df1.Define("genlep_idx_2", lambda_idx_2, {genparticles_pdgid, genparticles_status, genparticles_statusFlag}); + auto df3 = df2.Define("genlep_pt_1", lambda_float, {"genlep_idx_1", genparticles_pt}); + auto df4 = df3.Define("genlep_eta_1", lambda_float, {"genlep_idx_1", genparticles_eta}); + auto df5 = df4.Define("genlep_phi_1", lambda_float, {"genlep_idx_1", genparticles_phi}); + auto df6 = df5.Define("genlep_mass_1", lambda_float, {"genlep_idx_1", genparticles_mass}); + auto df7 = df6.Define("genlep_pdgId_1", lambda_int, {"genlep_idx_1", genparticles_pdgid}); + auto df8 = df7.Define("genlep_pt_2", lambda_float, {"genlep_idx_2", genparticles_pt}); + auto df9 = df8.Define("genlep_eta_2", lambda_float, {"genlep_idx_2", genparticles_eta}); + auto df10 = df9.Define("genlep_phi_2", lambda_float, {"genlep_idx_2", genparticles_phi}); + auto df11 = df10.Define("genlep_mass_2", lambda_float, {"genlep_idx_2", genparticles_mass}); + auto df12 = df11.Define("genlep_pdgId_2", lambda_int, {"genlep_idx_2", genparticles_pdgid}); + auto df13 = df12.Define("genlep_p4_1", lambd_p4, {"genlep_pt_1", "genlep_eta_1", "genlep_phi_1", "genlep_mass_1"}); + auto df14 = df13.Define("genlep_p4_2", lambd_p4, {"genlep_pt_2", "genlep_eta_2", "genlep_phi_2", "genlep_mass_2"}); + + return df14; +} + +ROOT::RDF::RNode GenLeptonPreFSR(ROOT::RDF::RNode df, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticles_pdgid, + const std::string &genparticles_status, + const std::string &genparticles_statusFlag) { + + auto lambda_idx_1 = []( + const ROOT::RVec &rvec_pdgId, + const ROOT::RVec &rvec_status, + const ROOT::RVec &rvec_status_flag) { + int idx = -99; + for (unsigned int i = 0; i < rvec_pdgId.size(); i++) { + int pdgid = rvec_pdgId.at(i); + int status = rvec_status.at(i); + int status_flag = rvec_status_flag.at(i); + if ((pdgid == 11 || pdgid == 13) && + IntBits(status_flag).test((int)GenStatusFlag::isHardProcess) && + IntBits(status_flag).test((int)GenStatusFlag::isPrompt) && + !IntBits(status_flag).test((int)GenStatusFlag::isTauDecayProduct)) { + if (idx > -1) { + Logger::get("GenLepton")->critical("ERROR: more than 1 final state lepton with pdgId {}, prev idx {}, new idx {}", pdgid, idx, i); + return -99; + } + idx = i; + } + } + return idx; + }; + + auto lambda_idx_2 = []( + const ROOT::RVec &rvec_pdgId, + const ROOT::RVec &rvec_status, + const ROOT::RVec &rvec_status_flag) { + int idx = -99; + for (unsigned int i = 0; i < rvec_pdgId.size(); i++) { + int pdgid = rvec_pdgId.at(i); + int status = rvec_status.at(i); + int status_flag = rvec_status_flag.at(i); + if ((pdgid == -11 || pdgid == -13) && + IntBits(status_flag).test((int)GenStatusFlag::isHardProcess) && + IntBits(status_flag).test((int)GenStatusFlag::isPrompt) && + !IntBits(status_flag).test((int)GenStatusFlag::isTauDecayProduct)) { + if (idx > -1) { + Logger::get("GenLepton")->critical("ERROR: more than 1 final state lepton with pdgId {}, prev idx {}, new idx {}", pdgid, idx, i); + return -99; + } + idx = i; + } + } + return idx; + }; + + auto lambda_float = [](const int &idx, const ROOT::RVec &col) { + return col.at(idx, default_float); + }; + auto lambda_int = [](const int &idx, const ROOT::RVec &col) { + return col.at(idx, default_int); + }; + + auto lambd_p4 = [](const float &pt, const float &eta, const float &phi, const float &mass) { + ROOT::Math::PtEtaPhiMVector p4; + if (pt > 0.) { + p4 = ROOT::Math::PtEtaPhiMVector(pt, eta, phi, mass); + } else { + p4 = ROOT::Math::PtEtaPhiMVector( + default_float, default_float, + default_float, default_float + ); + } + return p4; + }; + + auto df1 = df.Define("genlepPreFSR_idx_1", lambda_idx_1, {genparticles_pdgid, genparticles_status, genparticles_statusFlag}); + auto df2 = df1.Define("genlepPreFSR_idx_2", lambda_idx_2, {genparticles_pdgid, genparticles_status, genparticles_statusFlag}); + auto df3 = df2.Define("genlepPreFSR_pt_1", lambda_float, {"genlepPreFSR_idx_1", genparticles_pt}); + auto df4 = df3.Define("genlepPreFSR_eta_1", lambda_float, {"genlepPreFSR_idx_1", genparticles_eta}); + auto df5 = df4.Define("genlepPreFSR_phi_1", lambda_float, {"genlepPreFSR_idx_1", genparticles_phi}); + auto df6 = df5.Define("genlepPreFSR_mass_1", lambda_float, {"genlepPreFSR_idx_1", genparticles_mass}); + auto df7 = df6.Define("genlepPreFSR_pdgId_1", lambda_int, {"genlepPreFSR_idx_1", genparticles_pdgid}); + auto df8 = df7.Define("genlepPreFSR_pt_2", lambda_float, {"genlepPreFSR_idx_2", genparticles_pt}); + auto df9 = df8.Define("genlepPreFSR_eta_2", lambda_float, {"genlepPreFSR_idx_2", genparticles_eta}); + auto df10 = df9.Define("genlepPreFSR_phi_2", lambda_float, {"genlepPreFSR_idx_2", genparticles_phi}); + auto df11 = df10.Define("genlepPreFSR_mass_2", lambda_float, {"genlepPreFSR_idx_2", genparticles_mass}); + auto df12 = df11.Define("genlepPreFSR_pdgId_2", lambda_int, {"genlepPreFSR_idx_2", genparticles_pdgid}); + auto df13 = df12.Define("genlepPreFSR_p4_1", lambd_p4, {"genlepPreFSR_pt_1", "genlepPreFSR_eta_1", "genlepPreFSR_phi_1", "genlepPreFSR_mass_1"}); + auto df14 = df13.Define("genlepPreFSR_p4_2", lambd_p4, {"genlepPreFSR_pt_2", "genlepPreFSR_eta_2", "genlepPreFSR_phi_2", "genlepPreFSR_mass_2"}); + + return df14; +} + +ROOT::RDF::RNode GenDressedLepton(ROOT::RDF::RNode df, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticles_pdgid, + const std::string &genparticles_hasTauAnc, + const std::string &genlep_p4_1, + const std::string &genlep_p4_2) { + + auto lambda_idx_1 = []( + const ROOT::RVec &rvec_pt, + const ROOT::RVec &rvec_eta, + const ROOT::RVec &rvec_phi, + const ROOT::RVec &rvec_mass, + const ROOT::RVec &rvec_pdgId, + const ROOT::RVec &rvec_hasTauAnc, + ROOT::Math::PtEtaPhiMVector &genlep_p4) { + int idx = -99; + float dR_min = 0.3; + + if (genlep_p4.pt() < 0.) { + return idx; + } + + for (unsigned int i = 0; i < rvec_pt.size(); i++) { + ROOT::Math::PtEtaPhiMVector p4 = ROOT::Math::PtEtaPhiMVector(rvec_pt.at(i), rvec_eta.at(i), rvec_phi.at(i), rvec_mass.at(i)); + int pdgid = rvec_pdgId.at(i); + bool hasTauAnc = rvec_hasTauAnc.at(i); + float dR_tmp = (float)ROOT::Math::VectorUtil::DeltaR(p4, genlep_p4); + if ((pdgid == 11 || pdgid == 13) && !hasTauAnc && (dR_tmp < dR_min)) { + idx = i; + dR_min = dR_tmp; + } + } + return idx; + }; + + auto lambda_idx_2 = []( + const ROOT::RVec &rvec_pt, + const ROOT::RVec &rvec_eta, + const ROOT::RVec &rvec_phi, + const ROOT::RVec &rvec_mass, + const ROOT::RVec &rvec_pdgId, + const ROOT::RVec &rvec_hasTauAnc, + ROOT::Math::PtEtaPhiMVector &genlep_p4) { + int idx = -99; + float dR_min = 0.3; + + if (genlep_p4.pt() < 0.) { + return idx; + } + + for (unsigned int i = 0; i < rvec_pt.size(); i++) { + ROOT::Math::PtEtaPhiMVector p4 = ROOT::Math::PtEtaPhiMVector(rvec_pt.at(i), rvec_eta.at(i), rvec_phi.at(i), rvec_mass.at(i)); + int pdgid = rvec_pdgId.at(i); + bool hasTauAnc = rvec_hasTauAnc.at(i); + float dR_tmp = (float)ROOT::Math::VectorUtil::DeltaR(p4, genlep_p4); + if ((pdgid == -11 || pdgid == -13) && !hasTauAnc && (dR_tmp < dR_min)) { + idx = i; + dR_min = dR_tmp; + } + } + return idx; + }; + + auto lambda_float = [](const int &idx, const ROOT::RVec &col) { + return col.at(idx, default_float); + }; + auto lambda_int = [](const int &idx, const ROOT::RVec &col) { + return col.at(idx, default_int); + }; + + auto lambd_p4 = [](const float &pt, const float &eta, const float &phi, const float &mass) { + ROOT::Math::PtEtaPhiMVector p4; + if (pt > 0.) { + p4 = ROOT::Math::PtEtaPhiMVector(pt, eta, phi, mass); + } else { + p4 = ROOT::Math::PtEtaPhiMVector( + default_float, default_float, + default_float, default_float + ); + } + return p4; + }; + + auto lambd_dR = [](ROOT::Math::PtEtaPhiMVector &genlep_p4, ROOT::Math::PtEtaPhiMVector &genDressed_p4) { + if (genlep_p4.pt() < 0. || genDressed_p4.pt() < 0.) { + return (float)99.; + } + + return (float)ROOT::Math::VectorUtil::DeltaR(genDressed_p4, genlep_p4); + }; + + auto df1 = df.Define("genDressed_idx_1", lambda_idx_1, {genparticles_pt, genparticles_eta, genparticles_phi, genparticles_mass, genparticles_pdgid, genparticles_hasTauAnc, genlep_p4_1}); + auto df2 = df1.Define("genDressed_idx_2", lambda_idx_2, {genparticles_pt, genparticles_eta, genparticles_phi, genparticles_mass, genparticles_pdgid, genparticles_hasTauAnc, genlep_p4_2}); + auto df3 = df2.Define("genDressed_pt_1", lambda_float, {"genDressed_idx_1", genparticles_pt}); + auto df4 = df3.Define("genDressed_eta_1", lambda_float, {"genDressed_idx_1", genparticles_eta}); + auto df5 = df4.Define("genDressed_phi_1", lambda_float, {"genDressed_idx_1", genparticles_phi}); + auto df6 = df5.Define("genDressed_mass_1", lambda_float, {"genDressed_idx_1", genparticles_mass}); + auto df7 = df6.Define("genDressed_pdgId_1", lambda_int, {"genDressed_idx_1", genparticles_pdgid}); + auto df8 = df7.Define("genDressed_pt_2", lambda_float, {"genDressed_idx_2", genparticles_pt}); + auto df9 = df8.Define("genDressed_eta_2", lambda_float, {"genDressed_idx_2", genparticles_eta}); + auto df10 = df9.Define("genDressed_phi_2", lambda_float, {"genDressed_idx_2", genparticles_phi}); + auto df11 = df10.Define("genDressed_mass_2", lambda_float, {"genDressed_idx_2", genparticles_mass}); + auto df12 = df11.Define("genDressed_pdgId_2", lambda_int, {"genDressed_idx_2", genparticles_pdgid}); + auto df13 = df12.Define("genDressed_p4_1", lambd_p4, {"genDressed_pt_1", "genDressed_eta_1", "genDressed_phi_1", "genDressed_mass_1"}); + auto df14 = df13.Define("genDressed_p4_2", lambd_p4, {"genDressed_pt_2", "genDressed_eta_2", "genDressed_phi_2", "genDressed_mass_2"}); + auto df15 = df14.Define("genDressed_dR_1", lambd_dR, {genlep_p4_1, "genDressed_p4_1"}); + auto df16 = df15.Define("genDressed_dR_2", lambd_dR, {genlep_p4_2, "genDressed_p4_2"}); + + return df16; +} + +} + +namespace genflag { +/** + * @brief Function to writeout a boolean flag to select a specific DY decay mode based on gen-level PDG ID + * + * @param df The input dataframe + * @param outputname The name of the output column + * @param genparticles_pdgid The name of the column containing the pdgids of the + genparticles + * @param genparticles_statusFlag The name of the column containing the + statusFlags of the genparticles + * @param pdgId The PDG ID of decayed leptons + * @return a dataframe with the output flag as a column named outputname + */ +ROOT::RDF::RNode DYGenFlag(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const int &pdgId) { + auto lambda = [pdgId](const ROOT::RVec &pdgids, const ROOT::RVec &status_flags) { + bool found_0 = false; + bool found_1 = false; + for (unsigned int i = 0; i < pdgids.size(); i++) { + int pdgid = pdgids.at(i); + int status_flag = status_flags.at(i); + if (pdgid == pdgId && IntBits(status_flag).test((int)GenStatusFlag::isHardProcess)) { + found_0 = true; + } else if (pdgid == -pdgId && IntBits(status_flag).test((int)GenStatusFlag::isHardProcess)) { + found_1 = true; + } + if (found_0 && found_1) + break; + } + return (found_0 && found_1); + }; + auto df1 = + df.Define(outputname, lambda, + {genparticles_pdgid, genparticles_statusFlag}); + return df1; +} +ROOT::RDF::RNode WGenFlag(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const int &pdgId) { + auto lambda = [pdgId](const ROOT::RVec &pdgids, const ROOT::RVec &status_flags) { + bool found_0 = false; + bool found_1 = false; + for (unsigned int i = 0; i < pdgids.size(); i++) { + int pdgid = pdgids.at(i); + int status_flag = status_flags.at(i); + if (pdgid == pdgId && IntBits(status_flag).test((int)GenStatusFlag::isHardProcess)) { + found_0 = true; + } else if (pdgid == -pdgId && IntBits(status_flag).test((int)GenStatusFlag::isHardProcess)) { + found_1 = true; + } + if (found_0 || found_1) + break; + } + return (found_0 || found_1); + }; + auto df1 = + df.Define(outputname, lambda, + {genparticles_pdgid, genparticles_statusFlag}); + return df1; +} +} + namespace genmatching { namespace tau { From c49597017ee875708062d3a9fb021c08da277855 Mon Sep 17 00:00:00 2001 From: jdriesch Date: Tue, 10 Oct 2023 13:24:03 +0200 Subject: [PATCH 175/284] addition of two objects and abs() added --- include/basefunctions.hxx | 33 +++++++++++++++++++++++++++++++++ 1 file changed, 33 insertions(+) diff --git a/include/basefunctions.hxx b/include/basefunctions.hxx index b5f0dd8a..10e60e77 100644 --- a/include/basefunctions.hxx +++ b/include/basefunctions.hxx @@ -9,6 +9,7 @@ #include "utility/RooFunctorThreadsafe.hxx" #include "utility/utility.hxx" #include +#include enum Channel { MT = 0, ET = 1, TT = 2, EM = 3 }; @@ -74,6 +75,38 @@ inline ROOT::RDF::RNode rename(ROOT::RDF::RNode df, return df.Define(outputname, [](const T &q) { return q; }, {inputname}); } +/// Function to writeout an addition of two columns +/// +/// \param df the dataframe to add the quantity to +/// \param inputname1 name of the first input column +/// \param inputname2 name of the second input column +/// \param outputname name of the new column +/// +/// \returns a dataframe with the new column + +template +inline ROOT::RDF::RNode add(ROOT::RDF::RNode df, + const std::string &inputname1, + const std::string &inputname2, + const std::string &outputname) { + return df.Define(outputname, [](const T &q1, const T &q2) { return (q1+q2); }, {inputname1, inputname2}); +} + +/// Function to writeout an absolute value of a column +/// +/// \param df the dataframe to add the quantity to +/// \param inputname name of the input column +/// \param outputname name of the new column +/// +/// \returns a dataframe with the new column + +template +inline ROOT::RDF::RNode abs(ROOT::RDF::RNode df, + const std::string &inputname, + const std::string &outputname) { + return df.Define(outputname, [](const T &q) { return abs(q); }, {inputname}); +} + /// Function to writeout a variable from a particle. The particle /// is identified via the index stored in the input vector /// From 280f05d65bcc3368da482e3e799853214289135c Mon Sep 17 00:00:00 2001 From: jdriesch Date: Tue, 10 Oct 2023 13:24:22 +0200 Subject: [PATCH 176/284] added electron supercluster --- include/physicsobjects.hxx | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/include/physicsobjects.hxx b/include/physicsobjects.hxx index 527a4d45..defb757d 100644 --- a/include/physicsobjects.hxx +++ b/include/physicsobjects.hxx @@ -170,7 +170,11 @@ ROOT::RDF::RNode CutIP(ROOT::RDF::RNode df, const std::string &eta, ROOT::RDF::RNode CutGap(ROOT::RDF::RNode df, const std::string &eta, const std::string &detasc, const std::string &maskname, const float &end_eb, const float &start_ee); - +ROOT::RDF::RNode superClusterEnergy(ROOT::RDF::RNode df, + const std::string &ptColumnName, + const std::string &scEtOverPtColumnName, + const std::string &scEtaColumnName, + const std::string &outputname); } // end namespace electron } // namespace physicsobject #endif /* GUARD_PHYSICSOBJECTS_H */ From fb670544b2568bea71808dd71d7783eaaec149e7 Mon Sep 17 00:00:00 2001 From: jdriesch Date: Tue, 10 Oct 2023 13:52:34 +0200 Subject: [PATCH 177/284] run2022C golden lumi json --- ...lisions2022_eraC_355862_357482_Golden.json | 128 ++++++++++++++++++ 1 file changed, 128 insertions(+) create mode 100644 data/golden_json/Cert_Collisions2022_eraC_355862_357482_Golden.json diff --git a/data/golden_json/Cert_Collisions2022_eraC_355862_357482_Golden.json b/data/golden_json/Cert_Collisions2022_eraC_355862_357482_Golden.json new file mode 100644 index 00000000..156b37b1 --- /dev/null +++ b/data/golden_json/Cert_Collisions2022_eraC_355862_357482_Golden.json @@ -0,0 +1,128 @@ +{ + "355862": [[121, 133]], + "355863": [[1, 14]], + "355870": [[31, 67]], + "355871": [[1, 5]], + "355872": [ + [1, 738], + [758, 995], + [997, 1217] + ], + "355892": [[14, 197]], + "355912": [[43, 200]], + "355913": [[1, 106]], + "355921": [[38, 442]], + "355933": [[75, 448]], + "355942": [[24, 189], [193, 213]], + "355988": [[43, 80], [85, 90]], + "355989": [[1, 24]], + "355998": [[1, 35]], + "355999": [[1, 9]], + "356004": [[1, 19]], + "356005": [[1, 187]], + "356043": [[1, 65]], + "356071": [[37, 191]], + "356074": [[1, 26]], + "356075": [[1, 125]], + "356076": [[1, 153]], + "356077": [[1, 472]], + "356135": [[46, 71]], + "356309": [[61, 184]], + "356316": [[45, 185]], + "356322": [[1, 19]], + "356323": [[1, 67], [69, 650]], + "356371": [[41, 50], [67, 72]], + "356375": [[35, 77], [101, 125]], + "356378": [ + [8, 208], + [210, 219], + [221, 304] + ], + "356381": [[1, 1193]], + "356383": [[1, 33]], + "356385": [[1, 30]], + "356386": [[1, 122]], + "356426": [[39, 60]], + "356428": [[1, 300]], + "356433": [[1, 310]], + "356434": [[1, 13]], + "356435": [[1, 3], [8, 8]], + "356446": [[10, 623]], + "356523": [[32, 410], [412, 898]], + "356531": [[1, 56]], + "356563": [ + [36, 113], + [117, 164], + [168, 177], + [181, 191], + [193, 194], + [199, 343] + ], + "356568": [[42, 64]], + "356569": [[1, 251]], + "356570": [[1, 98]], + "356576": [[58, 240]], + "356578": [[1, 865]], + "356580": [[1, 51]], + "356582": [[7, 104]], + "356614": [[1, 10], [16, 19], [27, 62]], + "356615": [[1, 1297]], + "356619": [[1, 173]], + "356810": [[44, 163]], + "356811": [[1, 44]], + "356812": [[1, 107]], + "356813": [[1, 54]], + "356814": [ + [1, 305], + [307, 309], + [311, 366], + [368, 672] + ], + "356815": [[1, 54], [176, 219]], + "356824": [[1, 66]], + "356908": [[1, 26]], + "356919": [[29, 116]], + "356937": [[20, 138]], + "356946": [[1, 129]], + "356947": [[1, 350]], + "356948": [[1, 88]], + "356949": [[1, 94]], + "356951": [[1, 274]], + "356954": [[1, 364]], + "356955": [[1, 380]], + "356956": [[1, 109]], + "356968": [[81, 252]], + "356969": [[1, 236]], + "356970": [[1, 366]], + "356998": [[1, 5]], + "356999": [[1, 58]], + "357000": [[1, 50]], + "357001": [[1, 183]], + "357079": [[1, 22]], + "357080": [[1, 616]], + "357081": [[1, 759]], + "357101": [[54, 103]], + "357102": [[1, 13], [43, 134]], + "357104": [[1, 4]], + "357106": [[1, 60]], + "357112": [[1, 519]], + "357268": [[70, 143]], + "357271": [[1, 20], [22, 1570]], + "357328": [[44, 105]], + "357329": [[1, 668]], + "357330": [[1, 157]], + "357331": [[1, 23]], + "357332": [[1, 430]], + "357333": [[1, 207]], + "357401": [[48, 664]], + "357406": [[50, 174]], + "357438": [[35, 230]], + "357440": [[1, 354]], + "357441": [[1, 83]], + "357442": [[1, 1373]], + "357447": [[40, 50]], + "357472": [[34, 60]], + "357478": [[43, 50]], + "357479": [[1, 1046]], + "357482": [[1, 5], [21, 220]] +} \ No newline at end of file From 6d28c084abcc68fda491d245500d95fcafb4b032 Mon Sep 17 00:00:00 2001 From: jdriesch Date: Wed, 11 Oct 2023 08:07:29 +0200 Subject: [PATCH 178/284] added declaration of new functions --- include/basefunctions.hxx | 19 +++++++++++++++++++ include/genparticles.hxx | 39 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 58 insertions(+) diff --git a/include/basefunctions.hxx b/include/basefunctions.hxx index 10e60e77..a61f9ff4 100644 --- a/include/basefunctions.hxx +++ b/include/basefunctions.hxx @@ -160,6 +160,25 @@ ROOT::RDF::RNode getvar(ROOT::RDF::RNode df, const std::string &outputname, {position, column}); } +template +ROOT::RDF::RNode getvarsFromArray(ROOT::RDF::RNode df, const std::string &outputname_prefix, + const unsigned int &n, + const std::string &column) { + std::vector dfs_tmp = {df}; + for (unsigned i=0; i &col) { + return col.at(i, default_value()); + }, + {column} + ); + dfs_tmp.push_back(df_tmp); + } + + return dfs_tmp.back(); +} + /// Function to add a new quantity with a defined value /// /// \param df the dataframe to add the quantity to diff --git a/include/genparticles.hxx b/include/genparticles.hxx index 323d03a9..ebc9ccf2 100644 --- a/include/genparticles.hxx +++ b/include/genparticles.hxx @@ -10,6 +10,45 @@ #include #include +namespace genleptons { +ROOT::RDF::RNode GenLepton(ROOT::RDF::RNode df, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticles_pdgid, + const std::string &genparticles_status, + const std::string &genparticles_statusFlag); +ROOT::RDF::RNode GenLeptonPreFSR(ROOT::RDF::RNode df, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticles_pdgid, + const std::string &genparticles_status, + const std::string &genparticles_statusFlag); +ROOT::RDF::RNode GenDressedLepton(ROOT::RDF::RNode df, + const std::string &genparticles_pt, + const std::string &genparticles_eta, + const std::string &genparticles_phi, + const std::string &genparticles_mass, + const std::string &genparticles_pdgid, + const std::string &genparticles_hasTauAnc, + const std::string &genlep_p4_1, + const std::string &genlep_p4_2); +} + +namespace genflag { +ROOT::RDF::RNode DYGenFlag(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const int &pdgId); +ROOT::RDF::RNode WGenFlag(ROOT::RDF::RNode df, const std::string &outputname, + const std::string &genparticles_pdgid, + const std::string &genparticles_statusFlag, + const int &pdgId); +} + namespace genmatching { namespace tau { ROOT::RDF::RNode genmatching(ROOT::RDF::RNode df, const std::string &outputname, From 261efccf7a5349af557927c26b944b6d4ccfa648 Mon Sep 17 00:00:00 2001 From: jdriesch Date: Thu, 12 Oct 2023 11:46:42 +0200 Subject: [PATCH 179/284] updated earlyrun3 repo --- init.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/init.sh b/init.sh index 30606bed..5163af75 100644 --- a/init.sh +++ b/init.sh @@ -61,7 +61,7 @@ else git clone git@github.com:KIT-CMS/TauAnalysis-CROWN.git "${SCRIPT_DIR}/analysis_configurations/tau" elif [[ "$1" == "earlyrun3" && ! -d "${SCRIPT_DIR}/analysis_configurations/earlyrun3" ]]; then echo "Cloning analysis earlyrun3 into ${SCRIPT_DIR}/analysis_configurations/earlyrun3" - git clone https://github.com/khaosmos93/CROWN-config-earlyRun3.git "${SCRIPT_DIR}/analysis_configurations/earlyrun3" + git clone https://github.com/KIT-CMS/earlyRun3Analysis-CROWN.git "${SCRIPT_DIR}/analysis_configurations/earlyrun3" elif [[ "$1" == "whtautau" && ! -d "${SCRIPT_DIR}/analysis_configurations/whtautau" ]]; then echo "Cloning analysis whtautau into ${SCRIPT_DIR}/analysis_configurations/whtautau" git clone git@github.com:KIT-CMS/WHTauTauAnalysis-CROWN.git "${SCRIPT_DIR}/analysis_configurations/whtautau" From 3e277f23dba3f0a19101efd5dd6c51a29b0bbbeb Mon Sep 17 00:00:00 2001 From: Artur Artemij Monsch <60860160+a-monsch@users.noreply.github.com> Date: Tue, 7 Nov 2023 13:17:07 +0100 Subject: [PATCH 180/284] Addition of updated correctionlibs for 2016post/preVFPUL (#234) * Addition of updated correctionlibs for 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