From 8091beec6e9fef49ea7ac9d8d87566b3f88c4d39 Mon Sep 17 00:00:00 2001 From: "Ming-Yan, Lee" Date: Tue, 16 May 2023 12:34:54 +0200 Subject: [PATCH] feat : add full run2 campaign config & several fixes on SFs (#18) * feat : add full run2 camapign & several fixes on SFs - runner: add test option(run iterative with 1 file, 1 chunk) - runner: add begin/ stop for splited file case - config: add full run2 config example from Hc analysis - example: add example workflow (test_wf) with config/example.py wrapped latest corrections & systematics implementation - scripts: update fetch.py script (avoid merge data into one dict) & put error for empty list - data: add run3 files back - utils: add JEC shifts, rochester muon correction ttbar pT reweighting, pileup SFs - utils: make SFs reader capable for more than 1 object - utils: update collated scripts - helper: add xsection for H+c =============old commits================== # This is a combination of 2 commits. * fix: previous fixes - plot: add additional cross-section rescaler for sample set, add mergemap for comparison script - plot : fixes from Andrey in #16 - utils: add cross section template - utils: trying to fix the plotting scripts - utils: setup debug mode for plotting script * Development from BTV - minor fixes for runner.py and comparison.py; add JERC to MET propagation (#39) - patch for the daskoutput name (#40) - update plotting scripts and add track variables (#41) - fix setup.cfg for CI pipelines (#42) - MC merging in plotting scripts and move to PuppiMET (#43) - plotting style improvements; future warnings in runner.py (#45) - re-added worker port condition for lxplus; bug for xlabel in comparison.py (#48) - updated 13 TeV single top and ttbar cross sections (#49) - correctionlib(jsonpog-integration) implementation & fixes on actions (#50) * feat: add array output to root files --------- Co-authored-by: Andrey Pozdnyakov --- .github/workflows/plotting_test.yml | 15 +- .gitignore | 2 +- README.md | 208 +- WQ_test.yml | 16 - config/HWW2l2nu.py | 98 - config/HWW2l2nu_split.py | 104 - config/Hc_HWW2l2nu/MC_UL16_post.py | 168 ++ config/Hc_HWW2l2nu/MC_UL16_pre.py | 171 ++ config/Hc_HWW2l2nu/MC_UL17.py | 167 ++ config/Hc_HWW2l2nu/MC_UL18.py | 167 ++ config/Hc_HWW2l2nu/data_UL16_post.py | 163 ++ config/Hc_HWW2l2nu/data_UL16_pre.py | 165 ++ config/Hc_HWW2l2nu/data_UL17.py | 173 ++ config/Hc_HWW2l2nu/data_UL18.py | 162 ++ config/example.py | 68 +- filefetcher/fetch.py | 14 +- metadata/nano_UL17_test.json | 8 + metadata/test.json | 12 - metadata/ttbar_UL17.json | 5 + runner_wconfig.py | 26 +- .../JME/2016postVFP_UL/jec_compiled.pkl.gz | Bin 246925 -> 244897 bytes .../JME/2016preVFP_UL/jec_compiled.pkl.gz | Bin 433937 -> 430072 bytes .../data/JME/2017_UL/compile_jec.pkl.gz | Bin 334209 -> 0 bytes .../data/JME/2017_UL/jec_compiled.pkl.gz | Bin 1345408 -> 1334723 bytes .../data/JME/2018_UL/compile_jec.pkl.gz | Bin 38335 -> 0 bytes .../data/JME/2018_UL/jec_compiled.pkl.gz | Bin 854133 -> 847389 bytes ..._RunC_V2_DATA_L1FastJet_AK4PFPuppi.jec.txt | 2 + ...nC_V2_DATA_L2L3Residual_AK4PFPuppi.jec.txt | 37 + ...RunC_V2_DATA_L2Relative_AK4PFPuppi.jec.txt | 83 + ...RunC_V2_DATA_L3Absolute_AK4PFPuppi.jec.txt | 2 + ..._RunD_V2_DATA_L1FastJet_AK4PFPuppi.jec.txt | 2 + ...nD_V2_DATA_L2L3Residual_AK4PFPuppi.jec.txt | 37 + ...RunD_V2_DATA_L2Relative_AK4PFPuppi.jec.txt | 83 + ...RunD_V2_DATA_L2Residual_AK4PFPuppi.jec.txt | 37 + ...RunD_V2_DATA_L3Absolute_AK4PFPuppi.jec.txt | 2 + ...nD_V2_DATA_Uncertainty_AK4PFPuppi.junc.txt | 41 + ...2Run3_V1_MC_PtResolution_AK4PFPuppi.jr.txt | 229 ++ ...Winter22Run3_V1_MC_SF_AK4PFPuppi.jersf.txt | 277 +++ ...r22Run3_V2_MC_L1FastJet_AK4PFPuppi.jec.txt | 2 + ...22Run3_V2_MC_L2Relative_AK4PFPuppi.jec.txt | 83 + ...22Run3_V2_MC_L2Residual_AK4PFPuppi.jec.txt | 2 + ...22Run3_V2_MC_L3Absolute_AK4PFPuppi.jec.txt | 2 + ..._MC_UncertaintySources_AK4PFPuppi.junc.txt | 2185 +++++++++++++++++ ...Run3_V2_MC_Uncertainty_AK4PFPuppi.junc.txt | 41 + .../data/JME/Winter22Run3/__init__.py | 0 .../pileup_Data_Run3_2022_ERA_CDv2.root | Bin 0 -> 5264 bytes ...ter22_Run3_2022_LHC_Simulation_10h_2h.root | Bin 0 -> 4785 bytes ...t_Collisions2022_355100_357900_Golden.json | 189 ++ src/BTVNanoCommissioning/helpers/func.py | 70 +- src/BTVNanoCommissioning/helpers/xsection.py | 47 +- .../utils/Configurator.py | 1 + src/BTVNanoCommissioning/utils/correction.py | 958 +++++--- src/BTVNanoCommissioning/utils/plot_utils.py | 159 +- src/BTVNanoCommissioning/utils/xs_scaler.py | 36 +- test_wf.py | 143 +- testfile/btv_compare.yml | 1 + testfile/btv_datamc.yml | 6 +- 57 files changed, 6003 insertions(+), 666 deletions(-) delete mode 100644 WQ_test.yml delete mode 100644 config/HWW2l2nu.py delete mode 100644 config/HWW2l2nu_split.py create mode 100644 config/Hc_HWW2l2nu/MC_UL16_post.py create mode 100644 config/Hc_HWW2l2nu/MC_UL16_pre.py create mode 100644 config/Hc_HWW2l2nu/MC_UL17.py create mode 100644 config/Hc_HWW2l2nu/MC_UL18.py create mode 100644 config/Hc_HWW2l2nu/data_UL16_post.py create mode 100644 config/Hc_HWW2l2nu/data_UL16_pre.py create mode 100644 config/Hc_HWW2l2nu/data_UL17.py create mode 100644 config/Hc_HWW2l2nu/data_UL18.py create mode 100644 metadata/nano_UL17_test.json delete mode 100644 metadata/test.json create mode 100644 metadata/ttbar_UL17.json delete mode 100644 src/BTVNanoCommissioning/data/JME/2017_UL/compile_jec.pkl.gz delete mode 100644 src/BTVNanoCommissioning/data/JME/2018_UL/compile_jec.pkl.gz create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunC_V2_DATA_L1FastJet_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunC_V2_DATA_L2L3Residual_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunC_V2_DATA_L2Relative_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunC_V2_DATA_L3Absolute_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunD_V2_DATA_L1FastJet_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunD_V2_DATA_L2L3Residual_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunD_V2_DATA_L2Relative_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunD_V2_DATA_L2Residual_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunD_V2_DATA_L3Absolute_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_RunD_V2_DATA_Uncertainty_AK4PFPuppi.junc.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V1_MC_PtResolution_AK4PFPuppi.jr.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V1_MC_SF_AK4PFPuppi.jersf.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V2_MC_L1FastJet_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V2_MC_L2Relative_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V2_MC_L2Residual_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V2_MC_L3Absolute_AK4PFPuppi.jec.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V2_MC_UncertaintySources_AK4PFPuppi.junc.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/Winter22Run3_V2_MC_Uncertainty_AK4PFPuppi.junc.txt create mode 100644 src/BTVNanoCommissioning/data/JME/Winter22Run3/__init__.py create mode 100644 src/BTVNanoCommissioning/data/PU/Winter22Run3/pileup_Data_Run3_2022_ERA_CDv2.root create mode 100644 src/BTVNanoCommissioning/data/PU/Winter22Run3/pileup_DistrWinter22_Run3_2022_LHC_Simulation_10h_2h.root create mode 100644 src/BTVNanoCommissioning/data/lumiMasks/Cert_Collisions2022_355100_357900_Golden.json diff --git a/.github/workflows/plotting_test.yml b/.github/workflows/plotting_test.yml index 6d6d6a6c..c5663b2e 100644 --- a/.github/workflows/plotting_test.yml +++ b/.github/workflows/plotting_test.yml @@ -1,4 +1,4 @@ -name: Test plotter +name: plotting script test on: push: branches: [ master ] @@ -13,17 +13,13 @@ jobs: strategy: max-parallel: 4 matrix: - python-version: ["3.10"] + python-version: ["3.8", "3.9", "3.10"] defaults: run: shell: "bash -l {0}" steps: - - uses: actions/checkout@v2 - - uses: cvmfs-contrib/github-action-cvmfs@v2 - with: - cvmfs_repositories: 'grid.cern.ch' - name: Set conda environment uses: conda-incubator/setup-miniconda@v2 @@ -42,16 +38,15 @@ jobs: conda info conda env list conda list - + + - name: Install Repo run: | pip install -e . - + - name: data/MC plotter run: | python plotting/plotdataMC.py --cfg testfile/btv_datamc.yml - - name: comparison plotter run: | python plotting/comparison.py --cfg testfile/btv_comapre.yml - diff --git a/.gitignore b/.gitignore index 92da352b..9e682733 100644 --- a/.gitignore +++ b/.gitignore @@ -5,7 +5,7 @@ .ipynb_checkpoints/ \#* configurator.pkl - +*/configurator.py runinfo/ plot/ plotting/plot/ diff --git a/README.md b/README.md index 628125c4..99154183 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,9 @@ Generalized framework columnar-based analysis with [coffea](https://coffeateam.g :heavy_exclamation_mark: Install under `bash` environment -Clone repository from git +``` +# only first time, including submodules +git clone --recursive git@github.com:cms-btv-pog/BTVNanoCommissioning.git ```bash # only first time @@ -68,7 +70,47 @@ voms-proxy-init --voms cms --vomses ~/.grid-security/vomses Use the `./filefetcher/fetch.py` script: ``` +<<<<<<< HEAD python filefetcher/fetch.py --input filefetcher/input_DAS_list.txt --output output_name.json +======= +--wf {validation,ttcom,ttdilep_sf,ttsemilep_sf,emctag_ttdilep_sf,ctag_ttdilep_sf,ectag_ttdilep_sf,ctag_ttsemilep_sf,ectag_ttsemilep_sf,ctag_Wc_sf,ectag_Wc_sf,ctag_DY_sf,ectag_DY_sf}, --workflow {validation,ttcom,ttdilep_sf,ttsemilep_sf,emctag_ttdilep_sf,ctag_ttdilep_sf,ectag_ttdilep_sf,ctag_ttsemilep_sf,ectag_ttsemilep_sf,ctag_Wc_sf,ectag_Wc_sf,ctag_DY_sf,ectag_DY_sf} + Which processor to run + -o OUTPUT, --output OUTPUT + Output histogram filename (default: hists.coffea) + --samples SAMPLEJSON, --json SAMPLEJSON + JSON file containing dataset and file locations + (default: dummy_samples.json) + --year YEAR Year + --campaign CAMPAIGN Dataset campaign, change the corresponding correction + files{ "Rereco17_94X","Winter22Run3","2018_UL","2017_UL","2016preVFP_UL","2016postVFP_UL"} + --isCorr Run with SFs + --isJERC JER/JEC implemented to jet + --isSyst Run with systematics for SF + --executor {iterative,futures,parsl/slurm,parsl/condor,parsl/condor/naf_lite,dask/condor,dask/slurm,dask/lpc,dask/lxplus,dask/casa} + The type of executor to use (default: futures). + -j WORKERS, --workers WORKERS + Number of workers (cores/threads) to use for multi- worker executors (e.g. futures or condor) (default: + 3) + -s SCALEOUT, --scaleout SCALEOUT + Number of nodes to scale out to if using slurm/condor. + Total number of concurrent threads is ``workers x + scaleout`` (default: 6) + --memory MEMORY Memory used in jobs (in GB) ``(default: 4GB) + --disk DISK Disk used in jobs ``(default: 4GB) + --voms VOMS Path to voms proxy, made accessible to worker nodes. + By default a copy will be made to $HOME. + --chunk N Number of events per process chunk + --retries N Number of retries for coffea processor + --index INDEX (Specific for dask/lxplus file splitting, default:0,0) + Format: $dictindex,$fileindex. $dictindex refers to the index of the file list split to 50 files per dask-worker. + The job will start submission from the corresponding indices + --validate Do not process, just check all files are accessible + --skipbadfiles Skip bad files. + --only ONLY Only process specific dataset or file + --limit N Limit to the first N files of each dataset in sample + JSON + --max N Max number of chunks to run in total +>>>>>>> ca74d50... feat: correctionlib(jsonpog-integration) implementation & fixes on actions (#50) ``` where the `input_DAS_list.txt` is a simple file with a list of dataset names extract from DAS (you need to create it yourself for the samples you want to run over), and output json file in creted in `./metadata` directory. @@ -361,25 +403,119 @@ memray run --live runner.py --cfg config/example.py ``` ### Plotting code +All the `lumiMask`, correction files (SFs, pileup weight), and JEC, JER files are under `BTVNanoCommissioning/src/data/` following the substructure `${type}/${campaign}/${files}`(except `lumiMasks` and `Prescales`) +<<<<<<< HEAD Produce data/MC comparison, shape comparison plots from `.coffea` files, load configuration (`yaml`) files, brief [intro](https://docs.fileformat.com/programming/yaml/) of yaml. +======= +## Correction files configurations +:heavy_exclamation_mark: If the correction files are not supported yet by jsonpog-integration, you can still try with custom input data. + +### Options with custom input data +>>>>>>> ca74d50... feat: correctionlib(jsonpog-integration) implementation & fixes on actions (#50) -Details of yaml file format would summarized in table below. The **required** info are marked as bold style. +Details of yaml file format would summarized in table below. Information used in data/MC script would marked with () and comparsion script with (). The **required** info are marked as bold style. -You can find test file set(`.coffea` and `.yaml`) in `testfile/`. Specify `--debug` to get more info for yaml format. + +
Take `Rereco17_94X` as an example. +

``` python plotting/plotdataMC.py --cfg testfile/btv_datamc.yml (--debug) python plotting/comparison.py --cfg testfile/btv_compare.yml (--debug) ``` +

+
+ +### Use central maintained jsonpog-integration +The official correction files collected in [jsonpog-integration](https://gitlab.cern.ch/cms-nanoAOD/jsonpog-integration) is updated by POG except `lumiMask` and `JME` still updated by maintainer. No longer to request input files in the `correction_config`. + +<<<<<<< HEAD +
See the example with `2017_UL`. +======= + +
Take `Rereco17_94X` as an example. +>>>>>>> ca74d50... feat: correctionlib(jsonpog-integration) implementation & fixes on actions (#50) +

+ +```python + "2017_UL": { + # Same with custom config + "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_MuonJSON.txt", + "JME": "jec_compiled.pkl.gz", + # no config need to be specify for PU weights + "PU": None, + # Btag SFs - specify $TAGGER : $TYPE-> find [$TAGGER_$TYPE] in json file + "BTV": {"deepCSV": "shape", "deepJet": "shape"}, + + "LSF": { + # Electron SF - Following the scheme: "${SF_name} ${year}": "${WP}" + # https://github.com/cms-egamma/cms-egamma-docs/blob/master/docs/EgammaSFJSON.md + "ele_ID 2017": "wp90iso", + "ele_Reco 2017": "RecoAbove20", + + # Muon SF - Following the scheme: "${SF_name} ${year}": "${WP}" + # WPs : ['NUM_GlobalMuons_DEN_genTracks', 'NUM_HighPtID_DEN_TrackerMuons', 'NUM_HighPtID_DEN_genTracks', 'NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoTight', 'NUM_LooseID_DEN_TrackerMuons', 'NUM_LooseID_DEN_genTracks', 'NUM_LooseRelIso_DEN_LooseID', 'NUM_LooseRelIso_DEN_MediumID', 'NUM_LooseRelIso_DEN_MediumPromptID', 'NUM_LooseRelIso_DEN_TightIDandIPCut', 'NUM_LooseRelTkIso_DEN_HighPtIDandIPCut', 'NUM_LooseRelTkIso_DEN_TrkHighPtIDandIPCut', 'NUM_MediumID_DEN_TrackerMuons', 'NUM_MediumID_DEN_genTracks', 'NUM_MediumPromptID_DEN_TrackerMuons', 'NUM_MediumPromptID_DEN_genTracks', 'NUM_Mu50_or_OldMu100_or_TkMu100_DEN_CutBasedIdGlobalHighPt_and_TkIsoLoose', 'NUM_SoftID_DEN_TrackerMuons', 'NUM_SoftID_DEN_genTracks', 'NUM_TightID_DEN_TrackerMuons', 'NUM_TightID_DEN_genTracks', 'NUM_TightRelIso_DEN_MediumID', 'NUM_TightRelIso_DEN_MediumPromptID', 'NUM_TightRelIso_DEN_TightIDandIPCut', 'NUM_TightRelTkIso_DEN_HighPtIDandIPCut', 'NUM_TightRelTkIso_DEN_TrkHighPtIDandIPCut', 'NUM_TrackerMuons_DEN_genTracks', 'NUM_TrkHighPtID_DEN_TrackerMuons', 'NUM_TrkHighPtID_DEN_genTracks'] + + "mu_Reco 2017_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_HLT 2017_UL": "NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoTight", + "mu_ID 2017_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2017_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + }, + }, +``` + +

+
+ +<<<<<<< HEAD +======= +### Use central maintained jsonpog-integration +The official correction files collected in [jsonpog-integration](https://gitlab.cern.ch/cms-nanoAOD/jsonpog-integration) is updated by POG except `lumiMask` and `JME` still updated by maintainer. No longer to request input files in the `correction_config`. + +
See the example with `2017_UL`. +

+ +```python + "2017_UL": { + # Same with custom config + "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_MuonJSON.txt", + "JME": "jec_compiled.pkl.gz", + # no config need to be specify for PU weights + "PU": None, + # Btag SFs - specify $TAGGER : $TYPE-> find [$TAGGER_$TYPE] in json file + "BTV": {"deepCSV": "shape", "deepJet": "shape"}, + + "LSF": { + # Electron SF - Following the scheme: "${SF_name} ${year}": "${WP}" + # https://github.com/cms-egamma/cms-egamma-docs/blob/master/docs/EgammaSFJSON.md + "ele_ID 2017": "wp90iso", + "ele_Reco 2017": "RecoAbove20", + + # Muon SF - Following the scheme: "${SF_name} ${year}": "${WP}" + # WPs : ['NUM_GlobalMuons_DEN_genTracks', 'NUM_HighPtID_DEN_TrackerMuons', 'NUM_HighPtID_DEN_genTracks', 'NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoTight', 'NUM_LooseID_DEN_TrackerMuons', 'NUM_LooseID_DEN_genTracks', 'NUM_LooseRelIso_DEN_LooseID', 'NUM_LooseRelIso_DEN_MediumID', 'NUM_LooseRelIso_DEN_MediumPromptID', 'NUM_LooseRelIso_DEN_TightIDandIPCut', 'NUM_LooseRelTkIso_DEN_HighPtIDandIPCut', 'NUM_LooseRelTkIso_DEN_TrkHighPtIDandIPCut', 'NUM_MediumID_DEN_TrackerMuons', 'NUM_MediumID_DEN_genTracks', 'NUM_MediumPromptID_DEN_TrackerMuons', 'NUM_MediumPromptID_DEN_genTracks', 'NUM_Mu50_or_OldMu100_or_TkMu100_DEN_CutBasedIdGlobalHighPt_and_TkIsoLoose', 'NUM_SoftID_DEN_TrackerMuons', 'NUM_SoftID_DEN_genTracks', 'NUM_TightID_DEN_TrackerMuons', 'NUM_TightID_DEN_genTracks', 'NUM_TightRelIso_DEN_MediumID', 'NUM_TightRelIso_DEN_MediumPromptID', 'NUM_TightRelIso_DEN_TightIDandIPCut', 'NUM_TightRelTkIso_DEN_HighPtIDandIPCut', 'NUM_TightRelTkIso_DEN_TrkHighPtIDandIPCut', 'NUM_TrackerMuons_DEN_genTracks', 'NUM_TrkHighPtID_DEN_TrackerMuons', 'NUM_TrkHighPtID_DEN_genTracks'] + + "mu_Reco 2017_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_HLT 2017_UL": "NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoTight", + "mu_ID 2017_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2017_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + }, + }, +``` + +

+
+ +>>>>>>> ca74d50... feat: correctionlib(jsonpog-integration) implementation & fixes on actions (#50) +## Create compiled JERC file(`pkl.gz`) | Parameter name | Allowed values | Description | :-----: | :---: | :----------------------------- | **input**(Required)| `list` or `str`
(wildcard options `*` accepted)| input `.coffea` files| | **output** (Required)| `str` | output directory of plots with date| | **mergemap**(Required)| `dict` | collect sample names, (color, label) setting for file set. details in [map diction](#dict-of-merge-maps-and-comparison-file-lists)| -| **reference** & **compare** (Required) | `dict`| specify the class only for comparison plots | +| **reference** & **compare** (Required) | `dict`| specify the class for comparison plots | | **variable**(Required) | `dict` | variables to plot, see [variables section](#variables)| |com| `str` | √s , default set to be 13TeV| |inbox_text| `str` | text put in `AnchoredText`| @@ -404,6 +540,7 @@ In `comparison.py` config file (`testfile/btv_compare.yaml`), color and label n
Code snipped

+<<<<<<< HEAD ```yaml ## plodataMC.py mergemap: @@ -440,12 +577,46 @@ compare:

+======= +:new: non-uniform rebinning is possible, specify the bins with list of edges `--autorebin 50,80,81,82,83,100.5` + +``` +python plotdataMC.py -i a.coffea,b.coffea --lumi 41500 -p dilep_sf -v z_mass,z_pt +python plotdataMC.py -i "test*.coffea" --lumi 41500 -p dilep_sf -v z_mass,z_pt + +options: + -h, --help show this help message and exit + --lumi LUMI luminosity in /pb + --com COM sqrt(s) in TeV + -p {dilep_sf,ttsemilep_sf,ctag_Wc_sf,ctag_DY_sf,ctag_ttsemilep_sf,ctag_ttdilep_sf}, --phase {dilep_sf,ttsemilep_sf,ctag_Wc_sf,ctag_DY_sf,ctag_ttsemilep_sf,ctag_ttdilep_sf} + which phase space + --log LOG log on y axis + --norm NORM Use for reshape SF, scale to same yield as no SFs case + -v VARIABLE, --variable VARIABLE + variables to plot, splitted by ,. Wildcard option * available as well. Specifying `all` will run through all variables. + --SF make w/, w/o SF comparisons + --ext EXT prefix name + -i INPUT, --input INPUT + input coffea files (str), splitted different files with ','. Wildcard option * available as well. + --autorebin AUTOREBIN + Rebin the plotting variables, input `int` or `list`. int: merge N bins. list of number: rebin edges(non-uniform bin is possible) + --xlabel XLABEL rename the label for x-axis + --ylabel YLABEL rename the label for y-axis + --splitOSSS SPLITOSSS + Only for W+c phase space, split opposite sign(1) and same sign events(-1), if not specified, the combined OS-SS phase space is used + --xrange XRANGE custom x-range, --xrange xmin,xmax + --flow FLOW + str, optional {None, 'show', 'sum'} Whether plot the under/overflow bin. If 'show', add additional under/overflow bin. If 'sum', add the under/overflow bin content to first/last bin. +``` +- data/data, MC/MC comparisons +>>>>>>> ca74d50... feat: correctionlib(jsonpog-integration) implementation & fixes on actions (#50) #### Variables Common definitions for both usage, use default settings if leave empty value for the keys. :bangbang: `blind` option is only used in the data/MC comparison plots to blind particular observable like BDT score. +<<<<<<< HEAD |Option| Default | |:-----: |:---: | | `xlabel` | take name of `key` | @@ -492,6 +663,35 @@ Common definitions for both usage, use default settings if leave empty value for all: rebin: 2 ``` +======= +options: + -h, --help show this help message and exit + -p {dilep_sf,ttsemilep_sf,ctag_Wc_sf,ctag_DY_sf,ctag_ttsemilep_sf,ctag_ttdilep_sf}, --phase {dilep_sf,ttsemilep_sf,ctag_Wc_sf,ctag_DY_sf,ctag_ttsemilep_sf,ctag_ttdilep_sf} + which phase space + -i INPUT, --input INPUT + input coffea files (str), splitted different files with ','. Wildcard option * available as well. + -r REF, --ref REF referance dataset + -c COMPARED, --compared COMPARED + compared datasets, splitted by , + --sepflav SEPFLAV seperate flavour(b/c/light) + --log log on y axis + -v VARIABLE, --variable VARIABLE + variables to plot, splitted by ,. Wildcard option * available as well. Specifying `all` will run through all variables. + --ext EXT prefix name + --com COM sqrt(s) in TeV + --shortref SHORTREF short name for reference dataset for legend + --shortcomp SHORTCOMP + short names for compared datasets for legend, split by ',' + --autorebin AUTOREBIN + Rebin the plotting variables, input `int` or `list`. int: merge N bins. list of number: rebin edges(non-uniform bin is possible) + --xlabel XLABEL rename the label for x-axis + --ylabel YLABEL rename the label for y-axis + --norm compare shape, normalized yield to reference + --xrange XRANGE custom x-range, --xrange xmin,xmax + --flow FLOW + str, optional {None, 'show', 'sum'} Whether plot the under/overflow bin. If 'show', add additional under/overflow bin. If 'sum', add the under/overflow bin content to first/last bin. +``` +>>>>>>> ca74d50... feat: correctionlib(jsonpog-integration) implementation & fixes on actions (#50)

diff --git a/WQ_test.yml b/WQ_test.yml deleted file mode 100644 index 73b4ac05..00000000 --- a/WQ_test.yml +++ /dev/null @@ -1,16 +0,0 @@ -name: CoffeaRunner_WQ -channels: - - conda-forge - - defaults -dependencies: - - python=3.9 - - ndcctools - - conda - - coffea - - voms - - ca-policy-lcg - - ca-certificates - - xrootd - - openssl - - fsspec[version='>=0.3.3'] - - psutil diff --git a/config/HWW2l2nu.py b/config/HWW2l2nu.py deleted file mode 100644 index 19fe64f3..00000000 --- a/config/HWW2l2nu.py +++ /dev/null @@ -1,98 +0,0 @@ -from Hpluscharm.workflows import workflows as hplusc_wf - -cfg = { - "dataset": { - "jsons": [ - # "src/Hpluscharm/input_json/higgs_UL17.json", - # "src/Hpluscharm/input_json/signal_UL17.json", - # "src/Hpluscharm/input_json/mcbkg_UL17.json" - "src/Hpluscharm/input_json/st_local.json" - ], - "campaign": "UL17", - "year": "2017", - "filter": { - "samples": [ - # "TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8", - # "TTToSemiLeptonic_TuneCP5_13TeV-powheg-pythia8", - "ST_t-channel_antitop_4f_InclusiveDecays_TuneCP5_13TeV-powheg-madspin-pythia8", - # "ST_t-channel_top_4f_InclusiveDecays_TuneCP5_13TeV-powheg-madspin-pythia8", - # "DYJetsToLL_M-10to50_TuneCP5_13TeV-madgraphMLM-pythia8", - # "DYJetsToLL_M-50_TuneCP5_13TeV-amcatnloFXFX-pythia8" - ] - } - # "samples_exclude" : ["gchcWW2L2Nu_4f"] - # } - }, - # Input and output files - "workflow": hplusc_wf["HWWtest"], - "output": "st1_array", - "run_options": { - "executor": "parsl/condor/naf_lite", - "workers": 4, - "scaleout": 300, - "walltime": "03:00:00", - "mem_per_worker": 2, # GB - "chunk": 50000, - "max": None, - "skipbadfiles": True, - "retries": 20, - "voms": None, - "splitjobs": True, - # "limit": 1, - }, - ## selections - "categories": {"cats": [], "cats2": []}, - "preselections": { - "mu1hlt": ["IsoMu27"], - "mu2hlt": [ - "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", - "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", - ], - "e1hlt": ["Ele35_WPTight_Gsf"], - "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], - "emuhlt": [ - "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", - "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", - "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", - "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", - ], - }, - ## weights - "weights": { - "common": { - "inclusive": { - "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_GoldenJSON.txt", - "PU": "puweight_UL17.histo.root", - "JME": "mc_compile_jec.pkl.gz", - "BTV": { - "DeepJetC": "DeepJet_ctagSF_Summer20UL17_interp.root", - }, - "LSF": { - # "ele_Trig TrigSF": "Ele32_L1DoubleEG_TrigSF_vhcc.histo.root", - "ele_Rereco_above20 EGamma_SF2D": "egammaEffi_ptAbove20.txt_EGM2D_UL2017.histo.root", - "ele_Rereco_below20 EGamma_SF2D": "egammaEffi_ptBelow20.txt_EGM2D_UL2017.histo.root", - "ele_ID EGamma_SF2D": "egammaEffi.txt_EGM2D_MVA90iso_UL17.histo.root", - "mu_ID NUM_TightID_DEN_TrackerMuons_abseta_pt": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ID.histo.root", - "mu_Iso NUM_TightRelIso_DEN_TightIDandIPCut_abseta_pt": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ISO.histo.root", - "ele_Rereco_above20_error EGamma_SF2D_error": "egammaEffi_ptAbove20.txt_EGM2D_UL2017.histo.root", - "ele_Rereco_below20_error EGamma_SF2D_error": "egammaEffi_ptBelow20.txt_EGM2D_UL2017.histo.root", - "ele_ID_error EGamma_SF2D_error": "egammaEffi.txt_EGM2D_MVA90iso_UL17.histo.root", - "mu_ID_error NUM_TightID_DEN_TrackerMuons_abseta_pt_error": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ID.histo.root", - "mu_Iso_error NUM_TightRelIso_DEN_TightIDandIPCut_abseta_pt_error": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ISO.histo.root", - }, - }, - }, - }, - ## user specific - "userconfig": { - "systematics": { - "JERC": False, - "weights": False, - }, - "export_array": True, - "BDT": { - "ll": "src/Hpluscharm/MVA/xgb_output/SR_ll_scangamma_2017_gamma2.json", - "emu": "src/Hpluscharm/MVA/xgb_output/SR_emu_scangamma_2017_gamma2.json", - }, - }, -} diff --git a/config/HWW2l2nu_split.py b/config/HWW2l2nu_split.py deleted file mode 100644 index ab3e7b34..00000000 --- a/config/HWW2l2nu_split.py +++ /dev/null @@ -1,104 +0,0 @@ -from Hpluscharm.workflows import workflows as hplusc_wf - -cfg = { - "dataset": { - "jsons": [ - # "src/Hpluscharm/input_json/higgs_UL17.json", - # "src/Hpluscharm/input_json/signal_UL17.json", - "src/Hpluscharm/input_json/mcbkg_UL17.json" - # "src/Hpluscharm/input_json/st_local.json" - ], - "campaign": "UL17", - "year": "2017", - "filter": { - "samples": [ - # # # # "ZZ_TuneCP5_13TeV-pythia8", - # # # # "WZ_TuneCP5_13TeV-pythia8", - # # # # "WW_TuneCP5_13TeV-pythia8" - # # # # "gchcWW2L2Nu_4f" - # "TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8", - # "TTToSemiLeptonic_TuneCP5_13TeV-powheg-pythia8", - "ST_tW_top_5f_inclusiveDecays_TuneCP5_13TeV-powheg-pythia8", - "ST_tW_antitop_5f_inclusiveDecays_TuneCP5_13TeV-powheg-pythia8", - "ST_s-channel_4f_leptonDecays_TuneCP5_13TeV-amcatnlo-pythia8", - "ST_t-channel_antitop_4f_InclusiveDecays_TuneCP5_13TeV-powheg-madspin-pythia8", - "ST_t-channel_top_4f_InclusiveDecays_TuneCP5_13TeV-powheg-madspin-pythia8", - # "WJetsToLNu_TuneCP5_13TeV-amcatnloFXFX-pythia8", - # "DYJetsToLL_M-10to50_TuneCP5_13TeV-madgraphMLM-pythia8", - # "DYJetsToLL_M-50_TuneCP5_13TeV-amcatnloFXFX-pythia8", - # "DYJetsToTauTauToMuTauh_M-50_TuneCP5_13TeV-madgraphMLM-pythia8" - ] - }, - }, - # Input and output files - "workflow": hplusc_wf["HWWtest"], - "output": "st_all_array", - "run_options": { - "executor": "parsl/condor/naf_lite", - # "executor":"iterative", - "workers": 4, - "scaleout": 200, - "walltime": "03:00:00", - "mem_per_worker": 2, # GB - "chunk": 15000, - "skipbadfiles": True, - "sample_size": 20, - "retries": 50, - "index": "0,0", - }, - ## selections - "categories": {"cats": [], "cats2": []}, - "preselections": { - "mu1hlt": ["IsoMu27"], - "mu2hlt": [ - "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", - "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", - ], - "e1hlt": ["Ele35_WPTight_Gsf"], - "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], - "emuhlt": [ - "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", - "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", - "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", - "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", - ], - }, - ## weights - "weights": { - "common": { - "inclusive": { - "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_GoldenJSON.txt", - "PU": "puweight_UL17.histo.root", - "JME": "mc_compile_jec.pkl.gz", - "BTV": { - "DeepJetC": "DeepJet_ctagSF_Summer20UL17_interp.root", - }, - "LSF": { - # "ele_Trig TrigSF": "Ele32_L1DoubleEG_TrigSF_vhcc.histo.root", - "ele_Rereco_above20 EGamma_SF2D": "egammaEffi_ptAbove20.txt_EGM2D_UL2017.histo.root", - "ele_Rereco_below20 EGamma_SF2D": "egammaEffi_ptBelow20.txt_EGM2D_UL2017.histo.root", - "ele_ID EGamma_SF2D": "egammaEffi.txt_EGM2D_MVA90iso_UL17.histo.root", - "mu_ID NUM_TightID_DEN_TrackerMuons_abseta_pt": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ID.histo.root", - "mu_Iso NUM_TightRelIso_DEN_TightIDandIPCut_abseta_pt": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ISO.histo.root", - "ele_Rereco_above20_error EGamma_SF2D_error": "egammaEffi_ptAbove20.txt_EGM2D_UL2017.histo.root", - "ele_Rereco_below20_error EGamma_SF2D_error": "egammaEffi_ptBelow20.txt_EGM2D_UL2017.histo.root", - "ele_ID_error EGamma_SF2D_error": "egammaEffi.txt_EGM2D_MVA90iso_UL17.histo.root", - "mu_ID_error NUM_TightID_DEN_TrackerMuons_abseta_pt_error": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ID.histo.root", - "mu_Iso_error NUM_TightRelIso_DEN_TightIDandIPCut_abseta_pt_error": "Efficiencies_muon_generalTracks_Z_Run2017_UL_ISO.histo.root", - }, - }, - }, - }, - "systematic": { - "JERC": False, - "weights": False, - }, - ## user specific - "userconfig": { - "export_array": True, - "BDT": { - "ll": "src/Hpluscharm/MVA/xgb_output/SR_ll_scangamma_2017_gamma2.json", - "emu": "src/Hpluscharm/MVA/xgb_output/SR_emu_scangamma_2017_gamma2.json", - }, - }, -} diff --git a/config/Hc_HWW2l2nu/MC_UL16_post.py b/config/Hc_HWW2l2nu/MC_UL16_post.py new file mode 100644 index 00000000..d45e8f78 --- /dev/null +++ b/config/Hc_HWW2l2nu/MC_UL16_post.py @@ -0,0 +1,168 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/signal_UL16post_off.json", + "src/Hpluscharm/input_json/UL16_postVFP.json", + ], + "campaign": "2016postVFP_UL", + "year": "2016", + # "filter": { + # "samples": [ + # "HPlusCharm_4FS_MuRFScaleDynX0p50_HToWWTo2L2Nu_M125_TuneCP5_13TeV-amcatnloFXFX-pythia8"]} + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "MC_fixHLT_postVFP_UL16", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"iterative", + "workers": 2, + "scaleout": 400, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 150000, + "skipbadfiles": True, + "retries": 20, + # "limit":1, + "index": "21,0", + "sample_size": 150, + # "voms": None, + # "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_271036-284044_13TeV_Legacy2016_Collisions16_JSON.txt", + "PU": None, + "roccor": None, + "JME": "jec_compiled.pkl.gz", + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2016postVFP": "wp90iso", + "ele_Reco 2016postVFP": "RecoAbove20", + "ele_Reco_low 2016postVFP": "RecoBelow20", + "mu_Reco 2016postVFP_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2016postVFP_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2016postVFP_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2016postVFP_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2016postVFP_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": "split", + "weights": True, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/MC_UL16_pre.py b/config/Hc_HWW2l2nu/MC_UL16_pre.py new file mode 100644 index 00000000..f1ab7988 --- /dev/null +++ b/config/Hc_HWW2l2nu/MC_UL16_pre.py @@ -0,0 +1,171 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/UL16_preVFP.json", + "src/Hpluscharm/input_json/signal_UL16pre_off.json", + ], + "campaign": "2016preVFP_UL", + "year": "2016", + # "filter": { + # "samples": [ + # "HPlusCharm_4FS_MuRFScaleDynX0p50_HToWWTo2L2Nu_M125_TuneCP5_13TeV-amcatnloFXFX-pythia8"]} + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "MC_fixHLT_preVFP_UL16", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"futures", + # "executor":"iterative", + "workers": 2, + "scaleout": 500, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 150000, + "skipbadfiles": True, + "retries": 40, + "index": "10,0,11,1", + "sample_size": 150, + # "limit":1, + # "max":1, + # "index":"0,0", + # "voms": None, + "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_271036-284044_13TeV_Legacy2016_Collisions16_JSON.txt", + "PU": None, + "roccor": None, + "JME": "jec_compiled.pkl.gz", + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2016preVFP": "wp90iso", + "ele_Reco 2016preVFP": "RecoAbove20", + "ele_Reco_low 2016preVFP": "RecoBelow20", + "mu_Reco 2016preVFP_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2016preVFP_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2016preVFP_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2016preVFP_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2016preVFP_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": "split", + "weights": True, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/MC_UL17.py b/config/Hc_HWW2l2nu/MC_UL17.py new file mode 100644 index 00000000..356a6960 --- /dev/null +++ b/config/Hc_HWW2l2nu/MC_UL17.py @@ -0,0 +1,167 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/signal_UL17.json", + "src/Hpluscharm/input_json/signal_UL17_off.json", + "src/Hpluscharm/input_json/mcbkg_UL17.json", + "src/Hpluscharm/input_json/higgs_UL17.json", + "src/Hpluscharm/input_json/hzz_other.json", + ], + "campaign": "2017_UL", + "year": "2017", + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "MC_fixHLT_UL17", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"futures", + # "executor": "iterative", + "workers": 2, + "scaleout": 500, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 150000, + "skipbadfiles": True, + "retries": 20, + "sample_size": 150, + "index": "11,0", + # "voms": None, + # "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_GoldenJSON.txt", + "PU": None, + "JME": "jec_compiled.pkl.gz", + "roccor": None, + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2017": "wp90iso", + "ele_Reco 2017": "RecoAbove20", + "ele_Reco_low 2017": "RecoBelow20", + "mu_Reco 2017_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2017_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2017_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2017_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2017_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": "split", + "weights": True, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/MC_UL18.py b/config/Hc_HWW2l2nu/MC_UL18.py new file mode 100644 index 00000000..24a7b857 --- /dev/null +++ b/config/Hc_HWW2l2nu/MC_UL18.py @@ -0,0 +1,167 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/signal_UL18_off.json", + "src/Hpluscharm/input_json/UL18_MC.json", + ], + "campaign": "2018_UL", + "year": "2018", + # "filter": { + # "samples": [ + # "HPlusCharm_4FS_MuRFScaleDynX0p50_HToWWTo2L2Nu_M125_TuneCP5_13TeV-amcatnloFXFX-pythia8", + # "HPlusCharm_4FS_MuRFScaleDynX0p50_HToZZTo4L_M125_TuneCP5_13TeV_amcatnlo_JHUGenV7011_pythia8", + # "HPlusCharm_4FS_MuRFScaleDynX0p50_HToGG_M125_TuneCP5_13TeV-amcatnloFXFX-pythia8"]} + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "MC_fixHLT_UL18", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"iterative", + "workers": 2, + "scaleout": 600, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 150000, + "skipbadfiles": True, + "retries": 50, + "index": "25,0", + "sample_size": 150, + # "limit":1 + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_314472-325175_13TeV_Legacy2018_Collisions18_JSON.txt", + "PU": None, + "roccor": None, + "JME": "jec_compiled.pkl.gz", + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2018": "wp90iso", + "ele_Reco 2018": "RecoAbove20", + "ele_Reco_low 2018": "RecoBelow20", + "mu_Reco 2018_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2018_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2018_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2018_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2018_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": True, + "weights": True, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/data_UL16_post.py b/config/Hc_HWW2l2nu/data_UL16_post.py new file mode 100644 index 00000000..7163a5f1 --- /dev/null +++ b/config/Hc_HWW2l2nu/data_UL16_post.py @@ -0,0 +1,163 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/UL16_postVFP_data.json", + ], + "campaign": "2016postVFP_UL", + "year": "2016", + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "data_fixHLT_postVFP_UL16", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"iterative", + "workers": 2, + "scaleout": 300, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 200000, + "retries": 50, + # "limit":1, + # "index":"0,0", + # "sample_size": 10, + # "voms": None, + "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_271036-284044_13TeV_Legacy2016_Collisions16_JSON.txt", + "PU": None, + "roccor": None, + "JME": "jec_compiled.pkl.gz", + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2016postVFP": "wp90iso", + "ele_Reco 2016postVFP": "RecoAbove20", + "ele_Reco_low 2016postVFP": "RecoBelow20", + "mu_Reco 2016postVFP_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2016postVFP_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2016postVFP_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2016postVFP_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2016postVFP_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": False, + "weights": False, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/data_UL16_pre.py b/config/Hc_HWW2l2nu/data_UL16_pre.py new file mode 100644 index 00000000..e7c4e639 --- /dev/null +++ b/config/Hc_HWW2l2nu/data_UL16_pre.py @@ -0,0 +1,165 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/UL16_preVFP_data.json", + ], + "campaign": "2016preVFP_UL", + "year": "2016", + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "data_fixHLT_preVFP_UL16", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"futures", + # "executor":"iterative", + "workers": 2, + "scaleout": 100, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 200000, + "retries": 50, + # "index":"0,0", + # "sample_size": 5, + # "limit":1, + # "index":"0,0", + # "voms": None, + "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_271036-284044_13TeV_Legacy2016_Collisions16_JSON.txt", + "PU": None, + "roccor": None, + "JME": "jec_compiled.pkl.gz", + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2016preVFP": "wp90iso", + "ele_Reco 2016preVFP": "RecoAbove20", + "ele_Reco_low 2016preVFP": "RecoBelow20", + "mu_Reco 2016preVFP_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2016preVFP_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2016preVFP_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2016preVFP_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2016preVFP_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": False, + "weights": False, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/data_UL17.py b/config/Hc_HWW2l2nu/data_UL17.py new file mode 100644 index 00000000..0111ffed --- /dev/null +++ b/config/Hc_HWW2l2nu/data_UL17.py @@ -0,0 +1,173 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/UL17_data.json", + ], + "campaign": "2017_UL", + "year": "2017", + "filter": { + "samples": [ + "MuonEG_Run2017B-UL2017_MiniAODv2_NanoAODv9-v1", + "MuonEG_Run2017C-UL2017_MiniAODv2_NanoAODv9-v1", + "MuonEG_Run2017D-UL2017_MiniAODv2_NanoAODv9-v1", + "MuonEG_Run2017F-UL2017_MiniAODv2_NanoAODv9-v1", + "MuonEG_Run2017E-UL2017_MiniAODv2_NanoAODv9-v1", + ], + "samples_exclude": [], + }, + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "data_fixHLT_UL17", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"futures", + # "executor": "iterative", + "workers": 2, + "scaleout": 500, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 200000, + "skipbadfiles": True, + "retries": 20, + # "limit": 1, + # "index":"0,0", + # "voms": None, + "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_GoldenJSON.txt", + "PU": None, + "JME": "jec_compiled.pkl.gz", + "roccor": None, + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2017": "wp90iso", + "ele_Reco 2017": "RecoAbove20", + "ele_Reco_low 2017": "RecoBelow20", + "mu_Reco 2017_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2017_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2017_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2017_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2017_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": False, + "weights": False, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/Hc_HWW2l2nu/data_UL18.py b/config/Hc_HWW2l2nu/data_UL18.py new file mode 100644 index 00000000..35322e9e --- /dev/null +++ b/config/Hc_HWW2l2nu/data_UL18.py @@ -0,0 +1,162 @@ +from Hpluscharm.workflows import workflows as hplusc_wf + +cfg = { + "dataset": { + "jsons": [ + "src/Hpluscharm/input_json/UL18_data.json", + ], + "campaign": "2018_UL", + "year": "2018", + }, + # Input and output files + "workflow": hplusc_wf["HWWtest"], + "output": "data_fixHLT_UL18", + "run_options": { + "executor": "parsl/condor/naf_lite", + # "executor":"futures", + # "executor":"iterative", + "workers": 2, + "scaleout": 800, + "walltime": "03:00:00", + "mem_per_worker": 2, # GB + "chunk": 200000, + "retries": 30, + # "index": "0,0", + # "sample_size": 5, + # "voms": None, + "splitjobs": False, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], + }, + ## weights + "weights": { + "common": { + "inclusive": { + "lumiMask": "Cert_314472-325175_13TeV_Legacy2018_Collisions18_JSON.txt", + "PU": None, + "roccor": None, + "JME": "jec_compiled.pkl.gz", + "BTV": {"deepJet": "shape"}, + "LSF": { + "ele_ID 2018": "wp90iso", + "ele_Reco 2018": "RecoAbove20", + "ele_Reco_low 2018": "RecoBelow20", + "mu_Reco 2018_UL": "NUM_TrackerMuons_DEN_genTracks", + "mu_ID 2018_UL": "NUM_TightID_DEN_TrackerMuons", + "mu_Iso 2018_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2018_UL_ID.histo.json", + "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2018_UL_trackerMuon.histo.json", + }, + }, + }, + }, + "systematic": { + "JERC": False, + "weights": False, + }, + ## user specific + "userconfig": { + "export_array": False, + "BDT": { + "json": "src/Hpluscharm/MVA/xgb_output/None_binary_LM_nsv_UL17_nofocal.json", + "binning": { + "SR2_LM": [ + 0.0, + 0.023, + 0.045, + 0.068, + 0.09, + 0.113, + 0.135, + 0.158, + 0.18, + 0.202, + 0.225, + 0.248, + 0.27, + 0.293, + 0.315, + 0.338, + 0.36, + 0.383, + 0.405, + 0.428, + 0.45, + 0.473, + 0.495, + 0.518, + 0.54, + 0.563, + 0.585, + 0.608, + 0.63, + 0.653, + 0.675, + 0.698, + 0.72, + 0.742, + 0.765, + 0.788, + 0.81, + 0.833, + 0.855, + 0.878, + 0.9, + 0.923, + 0.945, + 0.968, + 0.99, + 1.0, + ], + "SR_LM": [ + 0.0, + 0.034, + 0.068, + 0.101, + 0.135, + 0.169, + 0.203, + 0.237, + 0.27, + 0.304, + 0.338, + 0.372, + 0.406, + 0.439, + 0.473, + 0.507, + 0.541, + 0.574, + 0.608, + 0.642, + 0.676, + 0.71, + 0.743, + 0.777, + 0.811, + 0.845, + 0.879, + 0.912, + 0.946, + 0.98, + 1.0, + ], + }, + }, + }, +} diff --git a/config/example.py b/config/example.py index b3494beb..2faec5e0 100644 --- a/config/example.py +++ b/config/example.py @@ -1,60 +1,76 @@ -# Local Variables: -# python-indent-offset: 4 -# End: - from test_wf import NanoProcessor as test_wf cfg = { "dataset": { - "jsons": ["metadata/test.json"], - "campaign": "UL17", + "jsons": [ + "metadata/ttbar_UL17.json", + ], + "campaign": "2017_UL", "year": "2017", - "filter": { - "samples": [ - "GluGluHToWWTo2L2Nu_M-125_TuneCP5_13TeV-powheg-jhugen727-pythia8", - "SingleMuon_Run2017B-UL2017_MiniAODv2_NanoAODv9-v1", - ], - "samples_exclude": ["TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8"], - }, }, # Input and output files "workflow": test_wf, - "output": "output_test", + "output": "test", "run_options": { - # "executor": "parsl/condor", - "executor": "futures", - "workers": 10, - "scaleout": 40, + "executor": "iterative", + "workers": 2, "walltime": "03:00:00", "mem_per_worker": 2, # GB - "chunk": 500000, - "max": None, - "skipbadfiles": None, - "voms": None, - "limit": 2, + "chunk": 250000, + "skipbadfiles": False, "retries": 20, - "splitjobs": False, + "limit": 1, + "max": 1, + }, + ## selections + "categories": {"cats": [], "cats2": []}, + "preselections": { + "mu1hlt": ["IsoMu27"], + "mu2hlt": [ + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", + "Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", + ], + "e1hlt": ["Ele35_WPTight_Gsf"], + "e2hlt": ["Ele23_Ele12_CaloIdL_TrackIdL_IsoVL"], + "emuhlt": [ + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", + "Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", + "Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", + ], }, ## weights "weights": { "common": { "inclusive": { "lumiMask": "Cert_294927-306462_13TeV_UL2017_Collisions17_GoldenJSON.txt", - "PU": None, + ## compiled factories for JME "JME": "jec_compiled.pkl.gz", + ## Read txt roccor corrections + "roccor": None, + ## Read from correctionlib , structured dict ID (campaign): WP + "PU": None, # no ID need to specied + # JMAR, IDs from JME + "JMAR": {"PUJetID_eff": "L"}, + # BTV SFs (shape currently implemented) "BTV": {"deepJet": "shape"}, "LSF": { "ele_ID 2017": "wp90iso", "ele_Reco 2017": "RecoAbove20", "ele_Reco_low 2017": "RecoBelow20", "mu_Reco 2017_UL": "NUM_TrackerMuons_DEN_genTracks", - "mu_HLT 2017_UL": "NUM_IsoMu27_DEN_CutBasedIdTight_and_PFIsoTight", "mu_ID 2017_UL": "NUM_TightID_DEN_TrackerMuons", "mu_Iso 2017_UL": "NUM_TightRelIso_DEN_TightIDandIPCut", + ## customed json/root file "mu_ID_low NUM_TightID_DEN_TrackerMuons": "Efficiency_muon_trackerMuon_Run2017_UL_ID.histo.json", "mu_Reco_low NUM_TrackerMuons_DEN_genTracks": "Efficiency_muon_generalTracks_Run2017_UL_trackerMuon.histo.json", }, }, }, }, + "systematic": { + "JERC": "split", # False, True(only total unc) + "weights": True, # SFs/weight uncertainties + "roccor": True, # rochester muon up/down + }, } diff --git a/filefetcher/fetch.py b/filefetcher/fetch.py index 2200cccf..9223533c 100644 --- a/filefetcher/fetch.py +++ b/filefetcher/fetch.py @@ -50,10 +50,14 @@ def getFilesFromDas(args): if dataset.startswith("#") or dataset.strip() == "": # print("we skip this line:", line) continue + dsname = dataset.strip().split("/")[1] # Dataset first name + Tier = dataset.strip().split("/")[ 3 ] # NANOAODSIM for regular samples, USER for private + if "SIM" not in Tier: + dsname = dataset.strip().split("/")[1] + "_" + dataset.split("/")[2] instance = "prod/global" if Tier == "USER": instance = "prod/phys03" @@ -154,8 +158,14 @@ def main(args): else: fdict = getFilesFromDas(args) - # print(fdict) - output_file = "./metadata/%s" % (args.output) + # Check the any file lists empty + empty = True + for dsname, flist in fdict.items(): + if len(flist) == 0: + print(dsname, "is empty!!!!") + empty = False + assert empty, "you have empty lists" + output_file = "./%s" % (args.output) with open(output_file, "w") as fp: json.dump(fdict, fp, indent=4) print("The file is saved at: ", output_file) diff --git a/metadata/nano_UL17_test.json b/metadata/nano_UL17_test.json new file mode 100644 index 00000000..1c83003b --- /dev/null +++ b/metadata/nano_UL17_test.json @@ -0,0 +1,8 @@ +{ +"TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8": [ + "root://xrootd-cms.infn.it//store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/EFBBD9DF-1B6A-C54A-9CA5-704B819BB6A8.root"], +"WJetsToLNu_TuneCP5_13TeV-amcatnloFXFX-pythia8": +["root://xrootd-cms.infn.it///store/mc/RunIISummer20UL17NanoAODv9/WJetsToLNu_TuneCP5_13TeV-amcatnloFXFX-pythia8/NANOAODSIM/PUForTRKv2_TRKv2_106X_mc2017_realistic_v9-v2/60000/03F5AB12-7343-D44C-849C-3A86E60906DD.root"], +"SingleMuon_Run2017B-UL2017_MiniAODv2_NanoAODv9-v1": [ + "root://grid-cms-xrootd.physik.rwth-aachen.de:1094///store/data/Run2017B/SingleMuon/NANOAOD/UL2017_MiniAODv2_NanoAODv9-v1/120000/3274AED5-511E-3E45-8BCC-684FFD2F5BA8.root"] +} diff --git a/metadata/test.json b/metadata/test.json deleted file mode 100644 index 1b5db74f..00000000 --- a/metadata/test.json +++ /dev/null @@ -1,12 +0,0 @@ -{ - "SingleMuon_Run2017B-UL2017_MiniAODv2_NanoAODv9-v1": [ - "root://xrootd-cms.infn.it///store/data/Run2017B/SingleMuon/NANOAOD/UL2017_MiniAODv2_NanoAODv9-v1/120000/3274AED5-511E-3E45-8BCC-684FFD2F5BA8.root", - "root://xrootd-cms.infn.it///store/data/Run2017B/SingleMuon/NANOAOD/UL2017_MiniAODv2_NanoAODv9-v1/120000/12CE0481-77A2-FD48-9FBD-43BE811EAD5D.root"], - "GluGluHToWWTo2L2Nu_M-125_TuneCP5_13TeV-powheg-jhugen727-pythia8": [ - "root://xrootd-cms.infn.it///store/mc/RunIISummer20UL17NanoAODv9/GluGluHToWWTo2L2Nu_M-125_TuneCP5_13TeV-powheg-jhugen727-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v2/40000/702ED98F-6108-9945-BAD3-4F4DF1682C4E.root", - "root://xrootd-cms.infn.it///store/mc/RunIISummer20UL17NanoAODv9/GluGluHToWWTo2L2Nu_M-125_TuneCP5_13TeV-powheg-jhugen727-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v2/40000/1727F5CB-DA64-C548-9385-BBDDCE73DDCA.root"], - "TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8": [ - "root://xrootd-cms.infn.it///store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/EFBBD9DF-1B6A-C54A-9CA5-704B819BB6A8.root", - "root://xrootd-cms.infn.it///store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/E7185D42-E19B-4743-B5D2-2D2A008AB656.root"] - -} diff --git a/metadata/ttbar_UL17.json b/metadata/ttbar_UL17.json new file mode 100644 index 00000000..11576c63 --- /dev/null +++ b/metadata/ttbar_UL17.json @@ -0,0 +1,5 @@ +{"TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8": [ + "root://grid-cms-xrootd.physik.rwth-aachen.de:1094//store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/EFBBD9DF-1B6A-C54A-9CA5-704B819BB6A8.root", + "root://grid-cms-xrootd.physik.rwth-aachen.de:1094//store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/E7185D42-E19B-4743-B5D2-2D2A008AB656.root", + "root://grid-cms-xrootd.physik.rwth-aachen.de:1094//store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/47450C94-04DF-7048-A46E-E77DEFE35A0A.root", + "root://grid-cms-xrootd.physik.rwth-aachen.de:1094//store/mc/RunIISummer20UL17NanoAODv9/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/NANOAODSIM/106X_mc2017_realistic_v9-v1/2510000/C9E789DD-BB0B-0344-84C0-FDA560DD2E94.root"]} diff --git a/runner_wconfig.py b/runner_wconfig.py index c33485e7..5bf2b3fb 100644 --- a/runner_wconfig.py +++ b/runner_wconfig.py @@ -66,12 +66,20 @@ def retry_handler(exception, task_record): action="store_true", help="Do not process, just check all files are accessible", ) + parser.add_argument( + "--test", + action="store_true", + help="run 1 files, 1 chunk in iterative", + ) args = parser.parse_args() if args.cfg[-3:] == ".py": config = Configurator(args.cfg, overwrite_output_dir=args.overwrite_file) else: raise sys.exit("Please provide a .py configuration file") - + if args.test: + config.run_options["executor"] = "iterative" + config.fileset = {f: [config.fileset[f][0]] for f in config.fileset} + config.run_options["max"] = 1 # Scan if files can be opened if args.validate: start = time.time() @@ -166,6 +174,7 @@ def retry_handler(exception, task_record): chunksize=config.run_options["chunk"], maxchunks=config.run_options["max"], ) + save(output, config.outfile) elif "parsl" in config.run_options["executor"]: import parsl from parsl.providers import LocalProvider, CondorProvider, SlurmProvider @@ -323,12 +332,16 @@ def retry_handler(exception, task_record): for sindex, sample in enumerate(config.fileset.keys()): if sindex < int(config.run_options["index"].split(",")[0]): continue + if len(config.run_options["index"].split(",")) == 4 and sindex > int( + config.run_options["index"].split(",")[2] + ): + break + if int(config.run_options["index"].split(",")[1]) == findex: mins = findex * config.run_options["sample_size"] else: mins = 0 findex = 0 - while mins < len(config.fileset[sample]): splitted = {} maxs = mins + config.run_options["sample_size"] @@ -336,6 +349,10 @@ def retry_handler(exception, task_record): mins = maxs findex = findex + 1 + if len( + config.run_options["index"].split(",") + ) == 4 and findex > int(config.run_options["index"].split(",")[3]): + break output = processor.run_uproot_job( splitted, treename="Events", @@ -359,7 +376,7 @@ def retry_handler(exception, task_record): chunksize=config.run_options["chunk"], maxchunks=config.run_options["max"], ) - + save(output, config.outfile) elif "dask" in config.run_options["executor"]: from dask_jobqueue import SLURMCluster, HTCondorCluster from distributed import Client @@ -415,6 +432,7 @@ def retry_handler(exception, task_record): elif "condor" in config.run_options["executor"]: cluster = HTCondorCluster( cores=config.run_options["workers"], + disk="4GB", memory=config.run_options["mem_per_worker"], env_extra=env_extra, ) @@ -447,7 +465,7 @@ def retry_handler(exception, task_record): maxchunks=config.run_options["max"], ) - save(output, config.outfile) + save(output, config.outfile) # print(output) better to print this in a file: with 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