diff --git a/.github/workflows/BTA_workflow.yml b/.github/workflows/BTA_workflow.yml index eea74212..b8a373e7 100644 --- a/.github/workflows/BTA_workflow.yml +++ b/.github/workflows/BTA_workflow.yml @@ -37,6 +37,20 @@ jobs: steps: - uses: actions/checkout@v2 + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master + + - uses: cvmfs-contrib/github-action-cvmfs@v4 with: cvmfs_repositories: 'grid.cern.ch' diff --git a/.github/workflows/QCD_workflow.yml b/.github/workflows/QCD_workflow.yml index d9bb9adc..0808a2c4 100644 --- a/.github/workflows/QCD_workflow.yml +++ b/.github/workflows/QCD_workflow.yml @@ -38,6 +38,19 @@ jobs: steps: - uses: actions/checkout@v2 + + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master - uses: cvmfs-contrib/github-action-cvmfs@v4 with: diff --git a/.github/workflows/ctag_DY_workflow.yml b/.github/workflows/ctag_DY_workflow.yml index 9e19a329..e06ac682 100644 --- a/.github/workflows/ctag_DY_workflow.yml +++ b/.github/workflows/ctag_DY_workflow.yml @@ -36,6 +36,19 @@ jobs: steps: - uses: actions/checkout@v2 + + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master - uses: cvmfs-contrib/github-action-cvmfs@v4 with: diff --git a/.github/workflows/ctag_Wc_workflow.yml b/.github/workflows/ctag_Wc_workflow.yml index bca370f6..a8d51cf1 100644 --- a/.github/workflows/ctag_Wc_workflow.yml +++ b/.github/workflows/ctag_Wc_workflow.yml @@ -38,6 +38,19 @@ jobs: steps: - uses: actions/checkout@v2 + + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master - uses: cvmfs-contrib/github-action-cvmfs@v4 with: diff --git a/.github/workflows/ctag_ttbar_workflow.yml b/.github/workflows/ctag_ttbar_workflow.yml index d8482826..fbde8d72 100644 --- a/.github/workflows/ctag_ttbar_workflow.yml +++ b/.github/workflows/ctag_ttbar_workflow.yml @@ -36,6 +36,19 @@ jobs: steps: - uses: actions/checkout@v2 + + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master - uses: cvmfs-contrib/github-action-cvmfs@v4 with: diff --git a/.github/workflows/ttbar_workflow.yml b/.github/workflows/ttbar_workflow.yml index e4327638..d92e3451 100644 --- a/.github/workflows/ttbar_workflow.yml +++ b/.github/workflows/ttbar_workflow.yml @@ -36,6 +36,19 @@ jobs: steps: - uses: actions/checkout@v2 + + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master - uses: cvmfs-contrib/github-action-cvmfs@v4 with: diff --git a/.github/workflows/validation.yml b/.github/workflows/validation.yml index b8628c3e..f9d2b35b 100644 --- a/.github/workflows/validation.yml +++ b/.github/workflows/validation.yml @@ -36,6 +36,19 @@ jobs: steps: - uses: actions/checkout@v2 + + - name: Merge PR locally + if: github.event_name == 'pull_request_target' + id: merge + continue-on-error: true + + run: | + git fetch origin pull/${{ github.event.pull_request.number }}/head:MR + git checkout -b ATTEMPT_MERGE + git merge MR + git branch -vv + git remote -v + git diff master - uses: cvmfs-contrib/github-action-cvmfs@v4 with: diff --git a/README.md b/README.md index 33f08917..89082ca0 100644 --- a/README.md +++ b/README.md @@ -646,7 +646,7 @@ python scripts/validation_plot.py -i $INPUT_COFFEA -v $VERSION ### Correlation plots study -You can perform a study of linear correlations of b-tagging input variables. Additionally, soft muon variables may be added into the study by requesting `--SMu` argument. If you wan to limit the outputs only to DeepFlavB, PNetB and RobustParTAK4B, you can use the `--limit_outputs` option. If you want to use only the set of variables used for tagger training, not just all the input variables, then use the option `--limit_inputs`. To limit number of files read, make use of option `--max_files`. In case your study requires splitting samples by flavour, use `--flavour_split`. `--split_region_b` performs a sample splitting based on the DeepFlavB >/< 0.5 +You can perform a study of linear correlations of b-tagging input variables. Additionally, soft muon variables may be added into the study by requesting `--SMu` argument. If you wan to limit the outputs only to DeepFlavB, PNetB and RobustParTAK4B, you can use the `--limit_outputs` option. If you want to use only the set of variables used for tagger training, not just all the input variables, then use the option `--limit_inputs`. To limit number of files read, make use of option `--max_files`. In case your study requires splitting samples by flavour, use `--flavour_split`. `--split_region_b` performs a sample splitting based on the DeepFlavB >/< 0.5. For Data/MC comparison purpose pay attention - change ranking factors (xs/sumw) in L420! ```python python correlation_plots.py $input_folder [--max_files $nmax_files --SMu --limit_inputs --limit_outputs --specify_MC --flavour_split --split_region_b] diff --git a/src/BTVNanoCommissioning/helpers/definitions_for_corr.py b/src/BTVNanoCommissioning/helpers/definitions_for_corr.py deleted file mode 100644 index 15df39f4..00000000 --- a/src/BTVNanoCommissioning/helpers/definitions_for_corr.py +++ /dev/null @@ -1,6124 +0,0 @@ -### discriminators -disc_list = [ - "btagDeepFlavB", - "btagDeepFlavC", - "btagTransDeepFlavB", - "btagTransDeepFlavC", - "btagDeepFlavCvL", - "btagDeepFlavCvB", - "btagDeepFlavB_b", - "btagDeepFlavB_bb", - "btagTransDeepFlavB_lepb", - "btagTransDeepFlavB_b", - "btagTransDeepFlavB_bb", - "btagTransDeepFlavB_lepb", - "btagPNetB", - "btagTransPNetB", - "btagPNetCvB", - "btagPNetCvL", - "btagPNetProbB", - "btagPNetProbC", - "btagPNetProbG", - "btagPNetProbUDS", - "btagTransPNetProbB", - "btagTransPNetProbC", - "btagTransPNetProbG", - "btagTransPNetProbUDS", - "btagPNetQvG", - "btagPNetTauVJet", - "btagRobustParTAK4B", - "btagRobustParTAK4B_b", - "btagRobustParTAK4B_bb", - "btagRobustParTAK4B_lepb", - "btagRobustParTAK4C", - "btagRobustParTAK4G", - "btagRobustParTAK4UDS", - "btagTransRobustParTAK4B", - "btagTransRobustParTAK4B_b", - "btagTransRobustParTAK4B_bb", - "btagTransRobustParTAK4B_lepb", - "btagTransRobustParTAK4C", - "btagTransRobustParTAK4G", - "btagTransRobustParTAK4UDS", - "btagRobustParTAK4CvB", - "btagRobustParTAK4CvL", - "btagRobustParTAK4QG", - "btagUParTAK4B", - "btagUParTAK4CvL", - "btagUParTAK4CvB", - "btagUParTAK4CvNotB", - "btagUParTAK4QvG", - "btagUParTAK4TauVJet", - ## Negative tagger - "btagNegDeepFlavB", - "btagNegDeepFlavB_b", - "btagNegDeepFlavB_bb", - "btagNegDeepFlavB_lepb", - "btagNegDeepFlavC", - "btagNegDeepFlavCvB", - "btagNegDeepFlavCvL", - "btagNegDeepFlavG", - "btagNegDeepFlavQG", - "btagNegDeepFlavUDS", - "btagNegPNetB", - "btagNegPNetC", - "btagNegPNetCvB", - "btagNegPNetCvL", - "btagNegPNetProbB", - "btagNegPNetProbC", - "btagNegPNetProbG", - "btagNegPNetProbUDS", - "btagNegRobustParTAK4B", - "btagNegRobustParTAK4B_b", - "btagNegRobustParTAK4B_bb", - "btagNegRobustParTAK4B_lepb", - "btagNegRobustParTAK4C", - "btagNegRobustParTAK4CvB", - "btagNegRobustParTAK4CvL", - "btagNegRobustParTAK4G", - "btagNegRobustParTAK4QG", - "btagNegRobustParTAK4UDS", - # other prob info - "PNetRegPtRawCorr", - "PNetRegPtRawCorrNeutrino", - "PNetRegPtRawRes", - "UParTAK4RegPtRawRes", - "UParTAK4RegPtRawCorrNeutrino", - "UParTAK4RegPtRawCorr", - "Bprob", - "BprobN", - "ProbaN", -] - -definitions_dict = { - "DeepCSV_jetNSelectedTracks": { - "displayname": "Jet N Selected Tracks", - "manual_ranges": [0.0, 25], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_vertexNTracks": { - "displayname": "Vertex N Tracks", - "manual_ranges": [0.0, 25], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_vertexJetDeltaR": { - "displayname": "Vertex Jet $\\Delta R$", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackSumJetEtRatio": { - "displayname": "Track Sum Jet $E_T$ Ratio", - "manual_ranges": [0.0, 5], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 28, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSig_4": { - "displayname": "Track SIP 2D Sig [4]", - "manual_ranges": [-6.5, 4.5], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 22, - "inputVar_units": None, - }, - "DeepCSV_trackPtRatio_4": { - "displayname": "Track $p_{T,rel}$ Ratio [4]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackPtRatio_5": { - "displayname": "Track $p_{T,rel}$ Ratio [5]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackPtRatio_0": { - "displayname": "Track $p_{T,rel}$ Ratio [0]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackPtRatio_1": { - "displayname": "Track $p_{T,rel}$ Ratio [1]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackPtRatio_2": { - "displayname": "Track $p_{T,rel}$ Ratio [2]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackPtRatio_3": { - "displayname": "Track $p_{T,rel}$ Ratio [3]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_vertexEnergyRatio": { - "displayname": "Vertex Energy Ratio", - "manual_ranges": [0, 2.5], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSig_5": { - "displayname": "Track SIP 2D Sig [5]", - "manual_ranges": [-7, 2], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 18, - "inputVar_units": None, - }, - "DeepCSV_trackSumJetDeltaR": { - "displayname": "Track Sum Jet $\\Delta R$", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackSip3dSig_0": { - "displayname": "Track SIP 3D Sig [0]", - "manual_ranges": [-25, 50], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackDecayLenVal_5": { - "displayname": "Track Decay Len Val [5]", - "manual_ranges": [-0.1, 1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 22, - "inputVar_units": "cm", - }, - "DeepCSV_trackDecayLenVal_4": { - "displayname": "Track Decay Len Val [4]", - "manual_ranges": [-0.1, 1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 22, - "inputVar_units": "cm", - }, - "DeepCSV_vertexMass": { - "displayname": "Vertex Mass", - "manual_ranges": [0, 20], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 20, - "inputVar_units": "GeV", - }, - "DeepCSV_trackSip3dSig_3": { - "displayname": "Track SIP 3D Sig [3]", - "manual_ranges": [-25, 50], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackDecayLenVal_1": { - "displayname": "Track Decay Len Val [1]", - "manual_ranges": [-0.1, 1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 22, - "inputVar_units": "cm", - }, - "DeepCSV_trackDecayLenVal_0": { - "displayname": "Track Decay Len Val [0]", - "manual_ranges": [-0.1, 1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 22, - "inputVar_units": "cm", - }, - "DeepCSV_trackDecayLenVal_3": { - "displayname": "Track Decay Len Val [3]", - "manual_ranges": [-0.1, 1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 22, - "inputVar_units": "cm", - }, - "DeepCSV_trackDecayLenVal_2": { - "displayname": "Track Decay Len Val [2]", - "manual_ranges": [-0.1, 1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 22, - "inputVar_units": "cm", - }, - "DeepCSV_trackPtRel_0": { - "displayname": "Track $p_{T,rel}$ [0]", - "manual_ranges": [-0.1, 3.1], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 32, - "inputVar_units": None, - }, - "DeepCSV_jetNTracksEtaRel": { - "displayname": "Jet N Tracks $\\eta_{rel}$", - "manual_ranges": [0.0, 25], - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSig_0": { - "displayname": "Track SIP 2D Sig [0]", - "manual_ranges": [-4.5, 16], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 21, - "inputVar_units": None, - }, - "DeepCSV_trackSip3dSigAboveCharm": { - "displayname": "Track SIP 3D Sig Above Charm", - "manual_ranges": [-6.5, 6.5], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 26, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSig_3": { - "displayname": "Track SIP 2D Sig [3]", - "manual_ranges": [-6, 7], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 26, - "inputVar_units": None, - }, - "DeepCSV_trackSip3dSig_4": { - "displayname": "Track SIP 3D Sig [4]", - "manual_ranges": [-25, 50], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackSip3dSig_5": { - "displayname": "Track SIP 3D Sig [5]", - "manual_ranges": [-25, 50], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSig_2": { - "displayname": "Track SIP 2D Sig [2]", - "manual_ranges": [-5.5, 10], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 16, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dValAboveCharm": { - "displayname": "Track SIP 2D Val Above Charm", - "manual_ranges": [-0.06, 0.06], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 24, - "inputVar_units": "cm", - }, - "DeepCSV_trackSip3dSig_1": { - "displayname": "Track SIP 3D Sig [1]", - "manual_ranges": [-25, 50], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackSip3dSig_2": { - "displayname": "Track SIP 3D Sig [2]", - "manual_ranges": [-25, 50], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 25, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSig_1": { - "displayname": "Track SIP 2D Sig [1]", - "manual_ranges": [-5, 13], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 18, - "inputVar_units": None, - }, - "DeepCSV_trackSip2dSigAboveCharm": { - "displayname": "Track SIP 2D Sig Above Charm", - "manual_ranges": [-5.5, 5.5], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 22, - "inputVar_units": None, - }, - "DeepCSV_trackDeltaR_4": { - "displayname": "Track $\\Delta R$ [4]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackDeltaR_5": { - "displayname": "Track $\\Delta R$ [5]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackDeltaR_2": { - "displayname": "Track $\\Delta R$ [2]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackDeltaR_3": { - "displayname": "Track $\\Delta R$ [3]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_trackDeltaR_0": { - "displayname": "Track $\\Delta R$ [0]", - "manual_ranges": [-0.001, 0.301], - "ylabel_text": "Tracks", - "format_unit": "2f", - "format_unit_digits": 3, - "bins": 30, - "inputVar_units": None, - }, - "DeepCSV_flightDistance3dVal": { - "displayname": "Flight Distance 3D Val", - "manual_ranges": [-0.1, 5], - "ylabel_text": "Jets", - "format_unit": "2f", - 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"inputVar_units": None, - }, - "DeepJet_sv_ntracks_3": { - "displayname": "N Tracks of [3] SV", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 10, - "manual_ranges": [0.0, 10.0], - "inputVar_units": None, - }, - "DeepJet_sv_pt_0": { - "displayname": "$p_T^{SV}$ [0] SV", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 100, - "manual_ranges": [0.0, 400.0], - "inputVar_units": "GeV", - }, - "DeepJet_sv_pt_1": { - "displayname": "$p_T^{SV}$ [1] SV", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 100, - "manual_ranges": [0.0, 400.0], - "inputVar_units": "GeV", - }, - "DeepJet_sv_pt_2": { - "displayname": "$p_T^{SV}$ [2] SV", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 100, - "manual_ranges": [0.0, 400.0], - "inputVar_units": "GeV", - }, - "DeepJet_sv_pt_3": { - "displayname": "$p_T^{SV}$ [3] SV", - "ylabel_text": "Jets", - "format_unit": "2f", - 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PF cand. in the jet", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 50, - "manual_ranges": [0.0, 50.0], - "inputVar_units": None, - }, - "DeepJet_nNpfcand": { - "displayname": "Number of Neu. PF cand. in the jet", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 50, - "manual_ranges": [0.0, 50.0], - "inputVar_units": None, - }, - "DeepJet_npv": { - "displayname": "Number of PV", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 100, - "manual_ranges": [0, 100.0], - "inputVar_units": None, - }, - "DeepJet_nsv": { - "displayname": "Number of SV in the jet", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 10, - "manual_ranges": [0, 10], - "inputVar_units": None, - }, - "PFCands_numberOFHits": { - "displayname": "Number of hits", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 50, - "manual_ranges": [0, 50], - "inputVar_units": None, - }, - "PFCands_numberOfPixelHits": { - "displayname": "Number of pixel hits", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 10, - "manual_ranges": [0, 10], - "inputVar_units": None, - }, - "PFCands_lostInnerHits": { - "displayname": "Lost inner pixel hits", - "ylabel_text": "Jets", - "format_unit": "2f", - "format_unit_digits": 2, - "bins": 11, - "manual_ranges": [-1, 10], - "inputVar_units": None, - }, -} diff --git a/src/BTVNanoCommissioning/utils/histogrammer.py b/src/BTVNanoCommissioning/utils/histogrammer.py index 963c77a6..32d909a7 100644 --- a/src/BTVNanoCommissioning/utils/histogrammer.py +++ b/src/BTVNanoCommissioning/utils/histogrammer.py @@ -1,4 +1,8 @@ -from BTVNanoCommissioning.helpers.definitions import definitions, SV_definitions +from BTVNanoCommissioning.helpers.definitions import ( + definitions, + SV_definitions, + disc_list, +) import hist as Hist @@ -167,6 +171,10 @@ def histogrammer(events, workflow): _hist_dict[f"{i}_dz"] = Hist.Hist(syst_axis, dz_axis, Hist.storage.Weight()) elif "ttsemilep_sf" == workflow: obj_list = ["mu", "MET"] + obj_list.append("cjet") + _hist_dict["dr_cjet"] = Hist.Hist( + syst_axis, flav_axis, dr_axis, Hist.storage.Weight() + ) for i in range(4): obj_list.append(f"jet{i}") @@ -533,80 +541,6 @@ def histogrammer(events, workflow): Hist.storage.Weight(), ) ### discriminators - disc_list = [ - "btagDeepFlavB", - "btagDeepFlavC", - "btagDeepFlavCvL", - "btagDeepFlavCvB", - "btagDeepFlavB_b", - "btagDeepFlavB_bb", - "btagPNetB", - "btagTransPNetB", - "btagPNetCvB", - "btagPNetCvL", - "btagPNetCvNotB", - "btagPNetProbB", - "btagPNetProbC", - "btagPNetProbG", - "btagPNetProbUDS", - "btagPNetQvG", - "btagPNetTauVJet", - "btagRobustParTAK4B", - "btagRobustParTAK4B_b", - "btagRobustParTAK4B_bb", - "btagRobustParTAK4B_lepb", - "btagRobustParTAK4C", - "btagRobustParTAK4G", - "btagRobustParTAK4UDS", - "btagRobustParTAK4CvB", - "btagRobustParTAK4CvL", - "btagRobustParTAK4QG", - "btagUParTAK4B", - "btagUParTAK4CvL", - "btagUParTAK4CvB", - "btagUParTAK4CvNotB", - "btagUParTAK4QvG", - "btagUParTAK4TauVJet", - ## Negative tagger - "btagNegDeepFlavB", - "btagNegDeepFlavB_b", - "btagNegDeepFlavB_bb", - "btagNegDeepFlavB_lepb", - "btagNegDeepFlavC", - "btagNegDeepFlavCvB", - "btagNegDeepFlavCvL", - "btagNegDeepFlavG", - "btagNegDeepFlavQG", - "btagNegDeepFlavUDS", - "btagNegPNetB", - "btagNegPNetC", - "btagNegPNetCvB", - "btagNegPNetCvL", - "btagNegPNetProbB", - "btagNegPNetProbC", - "btagNegPNetProbG", - "btagNegPNetProbUDS", - "btagNegRobustParTAK4B", - "btagNegRobustParTAK4B_b", - "btagNegRobustParTAK4B_bb", - "btagNegRobustParTAK4B_lepb", - "btagNegRobustParTAK4C", - "btagNegRobustParTAK4CvB", - "btagNegRobustParTAK4CvL", - "btagNegRobustParTAK4G", - "btagNegRobustParTAK4QG", - "btagNegRobustParTAK4UDS", - # other prob info - "PNetRegPtRawCorr", - "PNetRegPtRawCorrNeutrino", - "PNetRegPtRawRes", - "UParTAK4RegPtRawRes", - "UParTAK4RegPtRawCorrNeutrino", - "UParTAK4RegPtRawCorr", - "Bprob", - "BprobN", - "ProbaN", - ] for disc in disc_list: if disc not in events.Jet.fields and "Trans" not in disc: continue diff --git a/src/BTVNanoCommissioning/workflows/ttsemilep_valid_sf.py b/src/BTVNanoCommissioning/workflows/ttsemilep_valid_sf.py index 6663e43a..e255767d 100644 --- a/src/BTVNanoCommissioning/workflows/ttsemilep_valid_sf.py +++ b/src/BTVNanoCommissioning/workflows/ttsemilep_valid_sf.py @@ -507,11 +507,6 @@ def process_shift(self, events, shift_name): and "btag" not in histname and histname in events.Jet.fields ): - print( - "Deep in histname, btag not in histname, histname in events.Jet.fields", - histname, - scjets[histname], - ) h.fill( syst, flatten(genflavor_c), @@ -528,10 +523,6 @@ def process_shift(self, events, shift_name): and "PFCands" in events.fields and histname.split("_")[1] in events.PFCands.fields ): - print( - "PFCands in histname, PFCands in events.fields, histname.split_[1] in events.PFCands.fields", - histname, - ) h.fill( syst, flatten( @@ -550,13 +541,6 @@ def process_shift(self, events, shift_name): ) elif "btag" in histname: sel_jet = scjets - print("btag in histname", histname, scjets) - if "c_btag" in histname and "Trans" not in histname: - print( - "c_btag in histname", - histname, - scjets[histname.replace(f"c_", "")], - ) if histname.replace(f"c_", "") in events.Jet.fields: h.fill( syst="noSF", @@ -580,13 +564,7 @@ def process_shift(self, events, shift_name): elif ( "mu_" in histname and histname.replace("mu_", "") in smu.fields ): - print( - "mu_ in histname", - histname, - smu[histname.replace("mu_", "")], - ) mu_array = flatten(smu[histname.replace("mu_", "")]) - print("Lengths:", len(syst), len(mu_array), len(weight)) h.fill( syst, flatten(smu[histname.replace("mu_", "")]), @@ -598,19 +576,7 @@ def process_shift(self, events, shift_name): and "njet" != histname ): if "c" in histname: - print( - "jet in histname", - histname, - scjets[histname.replace(f"cjet_", "")], - ) jet_array = flatten(scjets[histname.replace(f"cjet_", "")]) - print( - "Lengths:", - len(syst), - len(flatten(genflavor_c)), - len(jet_array), - len(weight), - ) h.fill( syst,