From fce54124ead4051b0574616bd010622ba4aa4383 Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Mon, 10 Nov 2025 07:05:55 -0800 Subject: [PATCH 1/7] added 2FJJMET analyser and stuff --- .gitignore | 1 + .../analysis_processor_2FJMET_fromNano.py | 239 ++++++ analysis/vbs_vvh/config/config_handling.py | 59 ++ .../vbs_vvh/config/cutflows/MET_basic.yaml | 10 + .../vbs_vvh/config/cutflows/MET_c2v1p5.yaml | 119 +++ .../vbs_vvh/config/cutflows/MET_met300.yaml | 241 ++++++ analysis/vbs_vvh/config/cutflows/all.yaml | 233 ++++++ .../config/cutflows/c2v1p5_leptonstudy.yaml | 26 + .../vbs_vvh/config/cutflows/c2v1p5_med.yaml | 19 + .../config/cutflows/c2v1p5_pt250cut.yaml | 67 ++ .../vbs_vvh/config/cutflows/c2v1p5_tight.yaml | 63 ++ .../config/cutflows/c2v1p5_tight_test.yaml | 63 ++ analysis/vbs_vvh/config/cutflows/test.yaml | 14 + analysis/vbs_vvh/config/paths.py | 13 + .../vbs_vvh/config/produce_sample_name_csv.py | 165 ++++ analysis/vbs_vvh/config/sample_names.csv | 235 ++++++ analysis/vbs_vvh/config/sample_names.pdf | Bin 0 -> 20050 bytes .../config/variables/cutflow_config.py | 391 +++++++++ .../config/variables/extra_definitions.py | 90 +++ .../vbs_vvh/config/variables/rebin_scheme.csv | 9 + .../vbs_vvh/config/variables/var_config.py | 597 ++++++++++++++ .../test/histos/test2_plotsTopEFT.pkl.gz | Bin 0 -> 1707376 bytes analysis/vbs_vvh/input/UL16APV_bkg.json | 28 + analysis/vbs_vvh/input/UL16APV_sig.json | 28 + analysis/vbs_vvh/input/all_250ptcut.cfg | 6 + analysis/vbs_vvh/input/all_year.cfg | 8 + analysis/vbs_vvh/input/bkg.json | 31 + analysis/vbs_vvh/input/bkg_250ptcut.json | 30 + analysis/vbs_vvh/input/data.json | 31 + analysis/vbs_vvh/input/data_250ptcut.json | 30 + analysis/vbs_vvh/input/sig.json | 31 + analysis/vbs_vvh/input/sig_250ptcut.json | 30 + analysis/vbs_vvh/input/test.cfg | 4 + analysis/vbs_vvh/make_plots.py | 750 ++++++++++++++++++ analysis/vbs_vvh/run_analysis.py | 70 +- .../vbs_vvh/utils/generate_sample_names.py | 79 ++ analysis/vbs_vvh/utils/plotting_tools.py | 92 +++ analysis/vbs_vvh/utils/tools.py | 12 + analysis/vbs_vvh/utils/var_handling.py | 3 + 39 files changed, 3910 insertions(+), 7 deletions(-) create mode 100644 analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py create mode 100644 analysis/vbs_vvh/config/config_handling.py create mode 100644 analysis/vbs_vvh/config/cutflows/MET_basic.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/MET_c2v1p5.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/MET_met300.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/all.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/c2v1p5_leptonstudy.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/c2v1p5_med.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/c2v1p5_pt250cut.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/c2v1p5_tight.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/c2v1p5_tight_test.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/test.yaml create mode 100644 analysis/vbs_vvh/config/paths.py create mode 100644 analysis/vbs_vvh/config/produce_sample_name_csv.py create mode 100644 analysis/vbs_vvh/config/sample_names.csv create mode 100644 analysis/vbs_vvh/config/sample_names.pdf create mode 100644 analysis/vbs_vvh/config/variables/cutflow_config.py create mode 100644 analysis/vbs_vvh/config/variables/extra_definitions.py create mode 100644 analysis/vbs_vvh/config/variables/rebin_scheme.csv create mode 100644 analysis/vbs_vvh/config/variables/var_config.py create mode 100644 analysis/vbs_vvh/histos/test/histos/test2_plotsTopEFT.pkl.gz create mode 100644 analysis/vbs_vvh/input/UL16APV_bkg.json create mode 100644 analysis/vbs_vvh/input/UL16APV_sig.json create mode 100644 analysis/vbs_vvh/input/all_250ptcut.cfg create mode 100644 analysis/vbs_vvh/input/all_year.cfg create mode 100644 analysis/vbs_vvh/input/bkg.json create mode 100644 analysis/vbs_vvh/input/bkg_250ptcut.json create mode 100644 analysis/vbs_vvh/input/data.json create mode 100644 analysis/vbs_vvh/input/data_250ptcut.json create mode 100644 analysis/vbs_vvh/input/sig.json create mode 100644 analysis/vbs_vvh/input/sig_250ptcut.json create mode 100644 analysis/vbs_vvh/input/test.cfg create mode 100644 analysis/vbs_vvh/make_plots.py create mode 100644 analysis/vbs_vvh/utils/generate_sample_names.py create mode 100644 analysis/vbs_vvh/utils/plotting_tools.py create mode 100644 analysis/vbs_vvh/utils/tools.py create mode 100644 analysis/vbs_vvh/utils/var_handling.py diff --git a/.gitignore b/.gitignore index 68bc17f9..fb24bafe 100644 --- a/.gitignore +++ b/.gitignore @@ -51,6 +51,7 @@ coverage.xml .pytest_cache/ cover/ + # Translations *.mo *.pot diff --git a/analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py b/analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py new file mode 100644 index 00000000..7aab9b1a --- /dev/null +++ b/analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py @@ -0,0 +1,239 @@ +#!/usr/bin/env python +#import sys +import coffea +import numpy as np +import awkward as ak +np.seterr(divide='ignore', invalid='ignore', over='ignore') +from coffea import processor +import hist +from hist import axis +from coffea.analysis_tools import PackedSelection + +from coffea.nanoevents.methods import vector +from config.variables.var_config import obj,other_objs, dense_variables_config + +from config.paths import objsel_cf,get_cutflow,cutflow_yamls_dir,default_cutflow_yaml +from config.variables.extra_definitions import VV_ndaughters, Higgs_final_state + +class AnalysisProcessor(processor.ProcessorABC): + + def __init__(self, samples, wc_names_lst=[], n_minus_1=False,project=None, cutflow_name=None): + + if cutflow_name is None: + print(f"default cutflow is used.") + self.cutflow = objsel_cf + else: + print(f'{cutflow_yamls_dir}/{project}.yaml',cutflow_name) + try: #try project, then try all.yaml, finally just use basic + self.cutflow = get_cutflow(f'{cutflow_yamls_dir}/{project}.yaml',cutflow_name) + except: + try: + self.cutflow = get_cutflow(default_cutflow_yaml,cutflow_name) + print(f"Cannot get {cutflow_name} in {str(project)}.yaml. Found cutflow in defualt yaml and use it instead") + except: + try: + print(get_cutflow(f'{cutflow_yamls_dir}/{project}.yaml')) + print("can get project yaml but not the cutflow. Use default cutflow instead.") + self.cutflow = objsel_cf + except: + self.cutflow = objsel_cf + print(f"Warning: Cutflow {cutflow_name} not found. Use default cutflow instead.") + else: + print(f"Cutflow {cutflow_name} is used.") + self._n_minus_1 = n_minus_1 #sel mask will be n-1 cut + + self._samples = samples + self._wc_names_lst = wc_names_lst #wilson coefficients; not used + self._dtype = np.float32 #note that this has been changed from function input to this fixed defintion + + + # Create the dense axes for the histograms + self._dense_axes_dict = { + var_name: cfg["axis"] + for var_name, cfg in dense_variables_config.items() + } + + # Add histograms to dictionary that will be passed on to dict_accumulator + dout = {} + for dense_axis_name in self._dense_axes_dict.keys(): + dout[dense_axis_name] = hist.Hist( + hist.axis.StrCategory([], growth=True, name="process", label="process"), + hist.axis.StrCategory([], growth=True, name="category", label="category"), + hist.axis.StrCategory([], growth=True, name="systematic", label="systematic"), + hist.axis.StrCategory([], growth=True, name="year", label="year"), + self._dense_axes_dict[dense_axis_name], + storage="weight", # Keeps track of sumw2 + name="Counts", + ) + + # Set the accumulator + self._accumulator = processor.dict_accumulator(dout) + ''' + # Set the list of hists to fill + if hist_lst is None: + # If the hist list is none, assume we want to fill all hists + self._hist_lst = list(self._accumulator.keys()) + + else: + # Otherwise, just fill the specified subset of hists + for hist_to_include in hist_lst: + if hist_to_include not in self._accumulator.keys(): + raise Exception(f"Error: Cannot specify hist \"{hist_to_include}\", it is not defined in the processor.") + self._hist_lst = hist_lst # Which hists to fill + ''' + + @property + def accumulator(self): + return self._accumulator + + @property + def columns(self): + return self._columns + + # Main function: run on a given dataset + def process(self, events): + + ak.behavior.update(vector.behavior) + + #move triggers to sparse axes? later? + Flag_NoAK4BJet = events.Pass_NoAK4BJet + + objects = { + name: builder(events) + for name, builder in obj.items() + } + objects.update({ + name: builder(events,objects) + for name, builder in other_objs.items() + }) + #jets = objects['goodAK4Jets'] + #jets_sorted = jets[ak.argsort(jets.pt, axis=1, ascending=False)] + #objects['leading_jet'] = jets_sorted[:, 0] + + var = { + var_name: cfg["expr"](events, objects) + for var_name, cfg in dense_variables_config.items() + } + # Dataset parameters + json_name = events.metadata["dataset"] + isSig = self._samples[json_name]["isSig"] + isData = self._samples[json_name]["isData"] + ''' + isData = self._samples[json_name]["isData"] + histAxisName = self._samples[json_name]["histAxisName"] + year = self._samples[json_name]["year"] + xsec = self._samples[json_name]["xsec"] + sow = self._samples[json_name]["nSumOfWeights"] + ''' + + # An array of lenght events that is just 1 for each event + # Probably there's a better way to do this, but we use this method elsewhere so I guess why not.. + events['nom'] = ak.ones_like(var['nGoodAK4']) + + ################### Lepton selection #################### + + ######### Normalization and weights ########### + + + # These weights can go outside of the outside sys loop since they do not depend on pt of mu or jets + # We only calculate these values if not isData + # Note: add() will generally modify up/down weights, so if these are needed for any reason after this point, we should instead pass copies to add() + # Note: Here we will to the weights object the SFs that do not depend on any of the forthcoming loops + # If we're doing systematics and this isn't data, we will loop over the obj correction syst lst list + obj_corr_syst_var_list = ['nominal'] + + # Loop over the list of systematic variations (that impact object kinematics) that we've constructed + # Make a copy of the base weights object, so that each time through the loop we do not double count systs + # In this loop over systs that impact kinematics, we will add to the weights objects the SFs that depend on the object kinematics + + #################### Jets #################### + + # Put the variables we'll plot into a dictionary for easy access later + dense_variables_dict = var + + ######### Store boolean masks with PackedSelection ########## + + selections = PackedSelection(dtype='uint64') + ''' + for sel, crit_fn_tuple in self.cutflow.items(): + crit_fn = crit_fn_tuple[0] # get the function + selections.add(sel, crit_fn(events, var, obj)) + + for sel, crit_fn in objsel_cf.items(): + crit_fn = crit_fn_tuple[0] # get the function + selections.add(sel, crit_fn(events, var, obj))''' + + for sel, crit_fn in self.cutflow.items(): + mask = crit_fn(events, var, obj) + selections.add(sel, mask) + ''' + for sel, crit_fn_tuple in objsel_cf.items(): + crit_fn = crit_fn_tuple[0] # extract the function + mask = crit_fn(events, var, obj) # evaluate → bool array + selections.add(sel, mask) + ''' + ######### Fill histos ######### + + exclude_var_dict = {} # Any particular ones to skip + + # Set up the list of weight fluctuations to loop over + # For now the syst do not depend on the category, so we can figure this out outside of the filling loop + # Define all weight variations + wgt_var_dict = { + "nominal": events.weight, + #"count" : events.nom, + } + + if isSig: # or use the ak.firsts trick + print("Add other coupling points") + wgt_var_dict["SM"] = events.weight * ak.fill_none(events.LHEReweightingWeight[:,60],0) + wgt_var_dict["c2v_1p5"] = events.weight * ak.fill_none(events.LHEReweightingWeight[:,72],0) + daughters = VV_ndaughters(events) + n_had = ak.fill_none(daughters['n_had'], 0) + n_MET = ak.fill_none(daughters['n_MET'], 0) + mask1 = (n_had == 2) & (n_MET == 2) + mask2 = (n_had == 2) & (n_MET == 1) + wgt_var_dict["c2v_1p5_qqNuNu"] = events.weight * ak.fill_none(events.LHEReweightingWeight[:,72],0) * mask1 + wgt_var_dict["c2v_1p5_qqlNu"] = events.weight * ak.fill_none(events.LHEReweightingWeight[:,72],0) * mask2 + + # add other cp + # ----------------------------------------------------------- + + # Build cut mask dictionary for each selection + cut_mask_dict = {} + if self._n_minus_1: + # n-1 cutflow: exclude the current cut from the mask + for sel in self.cutflow: + if 'objsel' in self.cutflow: + exclusive_sels = [k for k in self.cutflow if k != sel] +['objsel'] #+ list(objsel_cf) + else: + exclusive_sels = [k for k in self.cutflow if k != sel] + list(objsel_cf) + cut_mask_dict[sel] = selections.all(*exclusive_sels) + else: + # normal cutflow: cumulative cuts + cumulative_cuts = [] + for sel in self.cutflow: + cumulative_cuts.append(sel) + cut_mask_dict[sel] = selections.all(*cumulative_cuts) + + # Produce histograms for each weight variation and each selection + for wgt_key, wgt in wgt_var_dict.items(): + for sel, sel_mask in cut_mask_dict.items(): + for dense_axis_name, dense_axis_vals in dense_variables_dict.items(): + axes_fill_info_dict = { + dense_axis_name : ak.fill_none(dense_axis_vals[sel_mask], 0), + "weight" : ak.fill_none(wgt[sel_mask], 0), + "process" : ak.fill_none(events.name[sel_mask], "unknown"), #changed from sample_name to name + "category" : sel, + "systematic" : wgt_key, + } + # Include year if needed (can be safely added here) + if "year" in self.accumulator[dense_axis_name].axes.name: + axes_fill_info_dict["year"] = ak.fill_none(events.year[sel_mask], "unknown")#changed from sample_year to year + + + self.accumulator[dense_axis_name].fill(**axes_fill_info_dict) + return self.accumulator + + def postprocess(self, accumulator): + return accumulator diff --git a/analysis/vbs_vvh/config/config_handling.py b/analysis/vbs_vvh/config/config_handling.py new file mode 100644 index 00000000..a5308659 --- /dev/null +++ b/analysis/vbs_vvh/config/config_handling.py @@ -0,0 +1,59 @@ +import yaml +import awkward as ak + +def get_cutflow(yaml_file, cutflow=None): + """ + Load cutflow from a YAML file. + If cutflow is None, return the full dictionary with lambdas. + """ + + def make_lambda(expr: str): + """ + Turn a YAML expression into a lambda for Coffea cutflow. + """ + return eval(f"lambda events, var, obj: {expr}", {"ak": ak}) + + with open(yaml_file, 'r') as f: + config = yaml.safe_load(f) + + cutflow_dict = {} + + for cf_name, cf_steps in config.items(): + step_dict = {} + for step, expr in cf_steps.items(): + # Always store as a 1‑tuple of lambdas + step_dict[step] = make_lambda(expr) + cutflow_dict[cf_name] = step_dict + + if cutflow is None: + print(f"read cutflow from project: {yaml_file}") + return cutflow_dict + else: + print(f"read cutflow from project: {yaml_file}/{cutflow}") + return cutflow_dict[cutflow] + + + +def export_cutflow_to_yaml(cutflow_dict, yaml_file): + import inspect + """ + Convert a cutflow_dict with lambda functions into YAML file with string expressions. + """ + yaml_dict = {} + for cf_name, cf_steps in cutflow_dict.items(): + yaml_dict[cf_name] = {} + for step_name, func in cf_steps.items(): + # Extract the source of the lambda function + try: + src = inspect.getsource(func).strip() + # Example: 'lambda events, var, obj: events.Pass_MetTriggers == 1' + expr = src.split(":", 1)[1].strip() # take only the expression part + except (OSError, TypeError): + expr = "" + yaml_dict[cf_name][step_name] = expr + + # Save to YAML + with open(yaml_file, 'w') as f: + yaml.dump(yaml_dict, f, sort_keys=False) + + print(f"Cutflow exported to {yaml_file}") diff --git a/analysis/vbs_vvh/config/cutflows/MET_basic.yaml b/analysis/vbs_vvh/config/cutflows/MET_basic.yaml new file mode 100644 index 00000000..516a0483 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/MET_basic.yaml @@ -0,0 +1,10 @@ +#basic cuts +MET_objsel: + all_events: "(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)" + Met_trigger: "events.Pass_MetTriggers == 1" + MET_pt: "events.Met_pt > 100" + MET_significance: "events.Met_significance > 20" + ak4_bveto: "events.Pass_NoAK4BJet == 1" + loose_H: "events.HiggsScore > 0.1" + loose_V1: "events.V1Score > 0.1" + has_vbs: "ak.all(events.vbs_idx_max_Mjj > -1, axis=1)" diff --git a/analysis/vbs_vvh/config/cutflows/MET_c2v1p5.yaml b/analysis/vbs_vvh/config/cutflows/MET_c2v1p5.yaml new file mode 100644 index 00000000..5eb66498 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/MET_c2v1p5.yaml @@ -0,0 +1,119 @@ +#limiting met_pt cut to 300GeV, test at c2v=1.5 +objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +c2v1p5_met300: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + +#using met 250 instead +c2v1p5_met250: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + +c2v1p5_vbsj_Mjj: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + +c2v1p5_vbsj_deta: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + +#want to try this later (nak4) +c2v1p5_nAK4: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + vbsj_nAK4: 'var["nAK4"]<=15' + +c2v1p5_leadAK8_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + +c2v1p5_V1MidScore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + cut_V1: 'events.V1Score > 0.6' + +c2v1p5_nAK4: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + cut_V1: 'events.V1Score > 0.6' + vbsj_nAK4: 'var["nAK4"]<12' + + +c2v1p5_HMET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + cut_V1: 'events.V1Score > 0.6' + vbsj_nAK4: 'var["nAK4"]<12' + H_MET_dphi: 'var["HMET_dphi"] > 0.3' + +c2v1p5_V1MET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + cut_V1: 'events.V1Score > 0.6' + vbsj_nAK4: 'var["nAK4"]<12' + H_MET_dphi: 'var["HMET_dphi"] > 0.3' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.3' + + +c2v1p5_Higgs_PNet_TvsQCD: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + cut_V1: 'events.V1Score > 0.6' + nAK4_l12: 'var["nAK4"]<12' + H_MET_dphi: 'var["HMET_dphi"] > 0.3' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.3' + Higgs_PNet_TvsQCD: 'var["Higgs_particleNet_TvsQCD"]<0.5' + + +c2v1p5_mid: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_200: '(events.Met_pt > 200)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + leadAK8_met_dphi: 'var["leadAK8_MET_dphi"]>1.5' + cut_V1: 'events.V1Score > 0.6' + nAK4_l12: 'var["nAK4"]<12' + Higgs_PNet_TvsQCD: 'var["Higgs_particleNet_TvsQCD"]<0.5' + + +c2v1p5_mid_v2: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_200: '(events.Met_pt > 200)' + vbsj_Mjj_500: 'var["vbsj_Mjj"]>500' + vbsj_deta_2: 'var["vbsj_deta"]>2' + cut_V1: 'events.V1Score > 0.6' + nAK4_l12: 'var["nAK4"]<12' + Higgs_PNet_TvsQCD: 'var["Higgs_particleNet_TvsQCD"]<0.5' + dphi_diff_2p7: 'var["dphi_diff"]<2.7' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/MET_met300.yaml b/analysis/vbs_vvh/config/cutflows/MET_met300.yaml new file mode 100644 index 00000000..156527eb --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/MET_met300.yaml @@ -0,0 +1,241 @@ +#limiting met_pt cut to 300GeV +MET_met300_0: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + +MET_met300_1: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + +MET_met300_2: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + +MET_met300_2a: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + max_deta_cut: 'var["max_deta"] > 6,' + +MET_met300_3: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + +MET_met300_3a: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + max_deta_cut: 'var["max_deta"] > 6,' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + + +MET_met300_4: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + +MET_met300_4a: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + max_deta_cut: 'var["max_deta"] > 6,' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + tight_H: 'events.HiggsScore > 0.9,' + + +MET_met300_5: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + cut_H: 'events.HiggsScore > 0.6,' + +MET_met300_5a: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + max_deta_cut: 'var["max_deta"] > 6,' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + tight_H: 'events.HiggsScore > 0.9,' + tight_V1: 'events.V1Score > 0.9,' + +MET_met300_5b: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + max_deta_cut: 'var["max_deta"] > 6,' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + tight_H: 'events.HiggsScore > 0.9,' + +MET_met300_6: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + cut_H: 'events.HiggsScore > 0.6,' + cut_V1: 'events.V1Score > 0.6,' + +MET_met300_6c: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + max_deta_cut: 'var["max_deta"] > 6,' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + tight_H: 'events.HiggsScore > 0.9,' + tight_V1: 'events.V1Score > 0.9,' + +MET_met300_6a: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + +MET_met300_6b: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + cut_H: 'events.HiggsScore > 0.6,' + cut_V1: 'events.V1Score > 0.6,' + +MET_met300_7: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + cut_H: 'events.HiggsScore > 0.6,' + cut_V1: 'events.V1Score > 0.6,' + vbsj_Mjj_1250: '(var["vbsj_Mjj"]>1250),' + +MET_met300_7a: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1),' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt_tight: 'events.Met_pt > 300,' + vbsj_deta: '(var["vbsj_deta"]>6),' + H_MET_dphi: 'var["HMET_dphi"] > 0.6,' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6,' + vbsj_Mjj_1250: '(var["vbsj_Mjj"]>1250),' + cut_V1: 'events.V1Score > 0.6,' + +MET_met300_full: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_tight: 'events.Met_pt > 300' + vbsj_deta: '(var["vbsj_deta"]>2.5)' + H_MET_dphi: 'var["HMET_dphi"] > 0.6' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6' + cut_H: 'events.HiggsScore > 0.6' + cut_V1: 'events.V1Score > 0.6' + +MET_met300_objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + MET_significance_loose: '(events.Met_significance > 20)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +MET_met300_2GoodAK8: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + nGoodAK8_2: '(events.nGoodAK8==2)' + MET_pt_tight: 'events.Met_pt > 300' + vbsj_deta: '(var["vbsj_deta"]>2.5)' + H_MET_dphi: 'var["HMET_dphi"] > 0.6' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6' + cut_H: 'events.HiggsScore > 0.6' + cut_V1: 'events.V1Score > 0.6' + + +MET_met300_objsel_reordered: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + MET_significance_loose: '(events.Met_significance > 20)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +MET_met300_checkmetsig: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + METsig: '(events.Met_significance > 20)' + MET_pt_tight: 'events.Met_pt > 300' + vbsj_deta: '(var["vbsj_deta"]>2.5)' + H_MET_dphi: 'var["HMET_dphi"] > 0.6' + V1_MET_dphi: 'var["V1MET_dphi"] > 0.6' + cut_H: 'events.HiggsScore > 0.6' + cut_V1: 'events.V1Score > 0.6' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/all.yaml b/analysis/vbs_vvh/config/cutflows/all.yaml new file mode 100644 index 00000000..5ab91089 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/all.yaml @@ -0,0 +1,233 @@ +MET_objsel: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + MET_pt: 'lambda events, var, obj: events.Met_pt > 100,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 20,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + loose_H: 'lambda events, var, obj: events.HiggsScore > 0.1,' + loose_V1: 'lambda events, var, obj: events.V1Score > 0.1,' + has_vbs: 'lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' +MET_loose: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + has2GoodFJ: 'lambda events, var, obj: events.nGoodAK8 >= 2,' + has_vbs: 'lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt: 'lambda events, var, obj: events.Met_pt > 100,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 100,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + loose_H: 'lambda events, var, obj: events.HiggsScore > 0.1,' + loose_V1: 'lambda events, var, obj: events.V1Score > 0.1,' +MET_chan1: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + has2GoodFJ: 'lambda events, var, obj: events.nGoodAK8 >= 2,' + has_vbs: 'lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt: 'lambda events, var, obj: events.Met_pt > 100,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 100,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + loose_H: 'lambda events, var, obj: events.HiggsScore > 0.1,' + loose_V1: 'lambda events, var, obj: events.V1Score > 0.1,' + medium_H: 'lambda events, var, obj: events.HiggsScore > 0.5,' + medium_V1: 'lambda events, var, obj: events.V1Score > 0.5,' +MET_chan2: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + has2GoodFJ: 'lambda events, var, obj: events.nGoodAK8 >= 2,' + has_vbs: 'lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt: 'lambda events, var, obj: events.Met_pt > 500,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 100,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + vbsj_deta_3: 'lambda events, var, obj: (var["vbsj_deta"]>3),' + vbsj_Mjj_1000: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + V1_m: 'lambda events, var, obj: ((events.V1_msoftdrop > 50) & (events.V1_msoftdrop<200)),' + H_m: 'lambda events, var, obj: ((events.Higgs_msoftdrop > 50) & (events.Higgs_msoftdrop<200)),' +negative_check: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + has2GoodFJ: 'lambda events, var, obj: events.nGoodAK8 >= 2,' + has_vbs: 'lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1),' + MET_pt: 'lambda events, var, obj: events.Met_pt > 500,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 100,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + vbsj_deta_3: 'lambda events, var, obj: (var["vbsj_deta"]>3),' + vbsj_Mjj_1000: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + V1_m: 'lambda events, var, obj: ((events.V1_msoftdrop > 50) & (events.V1_msoftdrop<200)),' + H_m: 'lambda events, var, obj: ((events.Higgs_msoftdrop > 50) & (events.Higgs_msoftdrop<200)),' + negative_weight: 'lambda events, var, obj: (events.weight<0),' +MET_med: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + MET_pt: 'lambda events, var, obj: events.Met_pt > 100,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 20,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + loose_H: 'lambda events, var, obj: events.HiggsScore > 0.1,' + loose_V1: 'lambda events, var, obj: events.V1Score > 0.1,' + MET_pt_2: 'lambda events, var, obj: events.Met_pt > 600,' + MET_significance_2: 'lambda events, var, obj: events.Met_significance > 60,' + vbsj_deta: 'lambda events, var, obj: (var["vbsj_deta"]>6),' + vbsj_Mjj: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + H_pt: 'lambda events, var, obj: events.Higgs_pt > 200,' + V1_pt: 'lambda events, var, obj: events.V1_pt > 200,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_m: 'lambda events, var, obj: ((events.V1_msoftdrop > 75)),' + H_m: 'lambda events, var, obj: ((events.Higgs_msoftdrop > 85)),' +MET_max: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + MET_pt: 'lambda events, var, obj: events.Met_pt > 100,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 20,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + loose_H: 'lambda events, var, obj: events.HiggsScore > 0.1,' + loose_V1: 'lambda events, var, obj: events.V1Score > 0.1,' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 1000,' + MET_significance_tight: 'lambda events, var, obj: events.Met_significance > 60,' + H_pt: 'lambda events, var, obj: events.Higgs_pt > 600,' + V1_pt: 'lambda events, var, obj: events.V1_pt > 600,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + vbsj_deta: 'lambda events, var, obj: (var["vbsj_deta"]>6),' + vbsj_Mjj: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + V1_m: 'lambda events, var, obj: ((events.V1_msoftdrop > 75)),' + H_m: 'lambda events, var, obj: ((events.Higgs_msoftdrop > 85)),' +MET_temp: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + Met_trigger: 'lambda events, var, obj: events.Pass_MetTriggers == 1,' + MET_pt: 'lambda events, var, obj: events.Met_pt > 100,' + MET_significance: 'lambda events, var, obj: events.Met_significance > 20,' + ak4_bveto: 'lambda events, var, obj: events.Pass_NoAK4BJet == 1,' + loose_H: 'lambda events, var, obj: events.HiggsScore > 0.1,' + loose_V1: 'lambda events, var, obj: events.V1Score > 0.1,' + MET_pt_2: 'lambda events, var, obj: events.Met_pt > 600,' + MET_significance_2: 'lambda events, var, obj: events.Met_significance > 60,' + vbsj_deta: 'lambda events, var, obj: (var["vbsj_deta"]>6),' + vbsj_Mjj: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + H_pt: 'lambda events, var, obj: events.Higgs_pt > 200,' + V1_pt: 'lambda events, var, obj: events.V1_pt > 200,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_m: 'lambda events, var, obj: ((events.V1_msoftdrop > 75)),' + H_m: 'lambda events, var, obj: ((events.Higgs_msoftdrop > 85)),' + max_deta_cut: 'lambda events, var, obj: var["vbsj_deta"] > 8,' + HV_dR: 'lambda events, var, obj: var["HV1_dR"] > 8,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 8,' + V1_MET_dphi: 'lambda events, var, obj: var["V1MET_dphi"] > 8,' + MET_leadAK8_dphi: 'lambda events, var, obj: var["vbsj_deta"] > 8,' +MET_opti: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' +MET_opti2: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' +MET_opti3: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' +MET_opti4: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.HiggsScore > 0.9,' +MET_opti5: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' +MET_opti5a: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_MET_dphi: 'lambda events, var, obj: var["V1MET_dphi"] > 0.35,' +MET_opti6: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_MET_dphi: 'lambda events, var, obj: var["V1MET_dphi"] > 0.35,' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' +MET_opti6a: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_MET_dphi: 'lambda events, var, obj: var["V1MET_dphi"] > 0.35,' + vbsj_Mjj: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' +MET_opti7: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_MET_dphi: 'lambda events, var, obj: var["V1MET_dphi"] > 0.35,' + vbsj_Mjj: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' +MET_opti_f: + all_events: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1),' + objsel: 'lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1),' + MET_pt_tight: 'lambda events, var, obj: events.Met_pt > 700,' + max_deta_cut: 'lambda events, var, obj: var["max_deta"] > 6,' + H_MET_dphi: 'lambda events, var, obj: var["HMET_dphi"] > 0.35,' + tight_V1: 'lambda events, var, obj: events.V1Score > 0.9,' + V1_MET_dphi: 'lambda events, var, obj: var["V1MET_dphi"] > 0.35,' + vbsj_Mjj: 'lambda events, var, obj: (var["vbsj_Mjj"]>1000),' + tight_H: 'lambda events, var, obj: events.HiggsScore > 0.9,' diff --git a/analysis/vbs_vvh/config/cutflows/c2v1p5_leptonstudy.yaml b/analysis/vbs_vvh/config/cutflows/c2v1p5_leptonstudy.yaml new file mode 100644 index 00000000..d0286675 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/c2v1p5_leptonstudy.yaml @@ -0,0 +1,26 @@ +#limiting met_pt cut to 300GeV, test at c2v=1.5 +objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +MLinput: + trigger: '(events.Pass_MetTriggers == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + + +tight5_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/c2v1p5_med.yaml b/analysis/vbs_vvh/config/cutflows/c2v1p5_med.yaml new file mode 100644 index 00000000..59b2894c --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/c2v1p5_med.yaml @@ -0,0 +1,19 @@ +#limiting met_pt cut to 300GeV, test at c2v=1.5 +objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +med0_objsel: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + + +med1_metpt: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_150: '(events.Met_pt>150)' + diff --git a/analysis/vbs_vvh/config/cutflows/c2v1p5_pt250cut.yaml b/analysis/vbs_vvh/config/cutflows/c2v1p5_pt250cut.yaml new file mode 100644 index 00000000..a94e89a0 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/c2v1p5_pt250cut.yaml @@ -0,0 +1,67 @@ +#limiting met_pt cut to 300GeV, test at c2v=1.5 +objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + + + +tight1_met300: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + +tight2_dphi_diff: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + dphi_diff_2p25: '(var["dphi_diff"] <2.25)' + +tight2_HMET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + + +tight3_V1MET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + + +tight4_PNscores: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + +tight5_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + + +tight4v2_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + dphi_diff_2p2: 'var["dphi_diff"] <2.2' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + + +tight_MLinput: + trigger: '(events.Pass_MetTriggers == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/c2v1p5_tight.yaml b/analysis/vbs_vvh/config/cutflows/c2v1p5_tight.yaml new file mode 100644 index 00000000..1f70e663 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/c2v1p5_tight.yaml @@ -0,0 +1,63 @@ +#limiting met_pt cut to 300GeV, test at c2v=1.5 +objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +tight1_met300: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + +tight2_dphi_diff: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + dphi_diff_2p25: '(var["dphi_diff"] <2.25)' + +tight2_HMET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + + +tight3_V1MET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + + +tight4_PNscores: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + +tight5_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + + +tight4v2_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + dphi_diff_2p2: 'var["dphi_diff"] <2.2' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + +tight_MLinput: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/c2v1p5_tight_test.yaml b/analysis/vbs_vvh/config/cutflows/c2v1p5_tight_test.yaml new file mode 100644 index 00000000..1f70e663 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/c2v1p5_tight_test.yaml @@ -0,0 +1,63 @@ +#limiting met_pt cut to 300GeV, test at c2v=1.5 +objsel: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_loose: '(events.Met_pt > 100)' + H_score_loose: '(events.HiggsScore > 0.1)' + V1_score_loose: '(events.V1Score > 0.1)' + AK4_Bveto: '(events.Pass_NoAK4BJet == 1)' + +tight1_met300: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + +tight2_dphi_diff: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + dphi_diff_2p25: '(var["dphi_diff"] <2.25)' + +tight2_HMET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + + +tight3_V1MET_dphi: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + + +tight4_PNscores: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + +tight5_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + HMET_dphi_p65: '(var["HMET_dphi"] >0.65)' + V1MET_dphi_p65: '(var["V1MET_dphi"] >0.65)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + + +tight4v2_HiggsTscore: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + dphi_diff_2p2: 'var["dphi_diff"] <2.2' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.5)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' + +tight_MLinput: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_300: '(events.Met_pt > 300)' + Higgs_Tscore: 'var["Higgs_particleNet_TvsQCD"] <0.5' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/test.yaml b/analysis/vbs_vvh/config/cutflows/test.yaml new file mode 100644 index 00000000..a255e3c3 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/test.yaml @@ -0,0 +1,14 @@ +test1: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + tight_cut: '(events.Met_pt > 500) & (var["vbsj_deta"]>2.5) & (events.HiggsScore > 0.6) & (events.V1Score > 0.6)' + + +test2: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + tight_cut: '(events.Met_pt > 500) & (var["vbsj_deta"]>2.5) & (events.HiggsScore > 0.6) & (events.V1Score > 0.6)' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/paths.py b/analysis/vbs_vvh/config/paths.py new file mode 100644 index 00000000..0d40fabc --- /dev/null +++ b/analysis/vbs_vvh/config/paths.py @@ -0,0 +1,13 @@ + +import os +script_dir = os.path.dirname(os.path.abspath(__file__)) +base_dir = os.path.dirname(script_dir) + +#scripts +cutflow_yamls_dir = os.path.join(base_dir,'config','cutflows') + +#var stuffs +basic_cutflow = f'{cutflow_yamls_dir}/test.yaml' +from config.config_handling import get_cutflow +objsel_cf = get_cutflow(basic_cutflow,'test1') +default_cutflow_yaml = f'{cutflow_yamls_dir}/all.yaml' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/produce_sample_name_csv.py b/analysis/vbs_vvh/config/produce_sample_name_csv.py new file mode 100644 index 00000000..64fd669b --- /dev/null +++ b/analysis/vbs_vvh/config/produce_sample_name_csv.py @@ -0,0 +1,165 @@ +import os +import json +import csv +import argparse +import subprocess +from collections import defaultdict + +# Constants +years = ['2016preVFP', '2016postVFP', '2017', '2018'] +categories = ['sig', 'bkg', 'data'] +input_json_template = "input_{}_{}.json" +output_csv = "sample_names.csv" + +sample_colour_mpl = { + "data": "blue", + "sig": "red", + "WWH_OS": "crimson", + "WWH_SS": "lightcoral", + "WZH": "orangered", + "ZZH": "tomato", + "bkg_total": "dimgray", + "DY": "palegreen", + "ttbar": "mediumturquoise", + "ttbar_had": "powderblue", + "ttbar_SL": "deepskyblue", + "ttx": "cadetblue", + "ttX": "cadetblue", + "ST": "lightsteelblue", + "WJets": "darkorange", + "WJet": "darkorange", + "ZJets": "lightyellow", + "ZJet": "lightyellow", + "EWKV": "skyblue", + "EWK": "skyblue", + "QCD": "lightcyan", + "bosons": "sandybrown", + "Other": "orchid", +} + + +def run_makeConfig(): + for cat in categories: + for year in years: + print(f"Running: python3 etc/makeConfig.py --categories {cat} --sample_year {year}") + subprocess.run(["python3", "etc/makeConfig.py", "--categories", cat, "--sample_year", year], check=True) + + +def extract_samples(): + signal_tags = ['WWH_OS', 'WWH_SS', 'WZH', 'ZZH'] + sample_list = [] + + for cat in categories: + for year in years: + json_file = input_json_template.format(year, cat) + if not os.path.isfile(json_file): + print(f"Missing {json_file}, skipping.") + continue + + with open(json_file) as f: + json_data = json.load(f) + + samples = json_data.get("samples", {}) + for sample_key, sample_info in samples.items(): + metadata = sample_info.get("metadata", {}) + + sample_year = metadata.get("sample_year", year) + sample_category = metadata.get("sample_category", cat) + sample_name = metadata.get("sample_name", sample_key) + + # Determine sample_type + if sample_category == 'sig': + matched_type = next((tag for tag in signal_tags if tag in sample_key), "unknown_sig") + sample_type = matched_type + else: + sample_type = metadata.get("sample_type", "unknown") + + sample_list.append({ + "sample_year": sample_year, + "sample_category": sample_category, + "sample_type": sample_type, + "sample_name": sample_name, + "xsec": metadata.get("xsec", -1), + "lumi": metadata.get("lumi", -1), + "sumws": metadata.get("sumws", -1), + }) + return sample_list + +def assign_codes_and_colours(sample_list): + # Assign codes + code_prefix = {'sig': 1, 'bkg': 2, 'data': 3} + sample_code_counter = defaultdict(dict) + final_sample_list = [] + + current_counter = defaultdict(int) + # sort by sample_category, then sample_type + sample_list.sort(key=lambda x: (code_prefix[x['sample_category']], x['sample_type'], x['sample_name'])) + + for sample in sample_list: + cat = sample['sample_category'] + name = sample['sample_name'] + if name not in sample_code_counter[cat]: + sample_code_counter[cat][name] = current_counter[cat] + current_counter[cat] += 1 + sample_code = f"{code_prefix[cat]}{sample_code_counter[cat][name]}" + sample['sample_code'] = sample_code + + # Determine plotting color + sample_type = sample["sample_type"] + sample["plotting_colour"] = sample_colour_mpl.get(sample_type, "black") + final_sample_list.append(sample) + + return final_sample_list + + +def write_csv(sample_list): + header = ["sample_year", "sample_category", "sample_type", "sample_name", + "xsec", "lumi", "sumws", "sample_code", "plotting_colour"] + with open(output_csv, "w", newline="") as csvfile: + writer = csv.DictWriter(csvfile, fieldnames=header) + writer.writeheader() + for sample in sample_list: + writer.writerow(sample) + + +def write_sample_code_map(sample_list, output_path="sample_code.csv"): + # Use a set to avoid duplicates + seen = set() + rows = [] + + for sample in sample_list: + key = (sample["sample_category"], sample["sample_type"], sample["sample_name"], sample["sample_code"], ) + if key not in seen: + seen.add(key) + rows.append({"sample_category": sample["sample_category"], "sample_type": sample["sample_type"], "sample_name": sample["sample_name"], "sample_code": sample["sample_code"]}) + + # Sort by code + rows.sort(key=lambda x: int(x["sample_code"])) + + with open(output_path, "w", newline="") as csvfile: + writer = csv.DictWriter(csvfile, fieldnames=["sample_code","sample_category","sample_type","sample_name"]) + writer.writeheader() + writer.writerows(rows) + +def main(): + + #run_makeConfig() + + print("Extracting samples from JSON...") + raw_sample_list = extract_samples() + + print("Assigning codes and plotting colors...") + processed_sample_list = assign_codes_and_colours(raw_sample_list) + + print(f"Writing to {output_csv}...") + write_csv(processed_sample_list) + + + print("Writing sample_code.csv...") + write_sample_code_map(processed_sample_list) + + print("Done.") + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/analysis/vbs_vvh/config/sample_names.csv b/analysis/vbs_vvh/config/sample_names.csv new file mode 100644 index 00000000..9df392e7 --- /dev/null +++ b/analysis/vbs_vvh/config/sample_names.csv @@ -0,0 +1,235 @@ +sample_year,sample_category,sample_type,sample_name,xsec,lumi,sumws,sample_code,plotting_colour +2016preVFP,sig,WWH_OS,VBSWWH_OS_VBSCuts,0.002828,19.52,98500.0,00,crimson +2016postVFP,sig,WWH_OS,VBSWWH_OS_VBSCuts,0.002828,16.81,99200.0,00,crimson +2017,sig,WWH_OS,VBSWWH_OS_VBSCuts,0.002828,41.529,98300.0,00,crimson +2018,sig,WWH_OS,VBSWWH_OS_VBSCuts,0.002828,59.7,98700.0,00,crimson +2016preVFP,sig,WWH_SS,VBSWWH_SS_VBSCuts,0.001526,19.52,99800.0,01,lightcoral +2016postVFP,sig,WWH_SS,VBSWWH_SS_VBSCuts,0.001526,16.81,99900.0,01,lightcoral +2017,sig,WWH_SS,VBSWWH_SS_VBSCuts,0.001526,41.529,99800.0,01,lightcoral +2018,sig,WWH_SS,VBSWWH_SS_VBSCuts,0.001526,59.7,99800.0,01,lightcoral +2016preVFP,sig,WZH,VBSWZH_VBSCuts,0.001637,19.52,99000.0,02,orangered +2016postVFP,sig,WZH,VBSWZH_VBSCuts,0.001637,16.81,99700.0,02,orangered +2017,sig,WZH,VBSWZH_VBSCuts,0.001637,41.529,99800.0,02,orangered +2018,sig,WZH,VBSWZH_VBSCuts,0.001637,59.7,99600.0,02,orangered +2016preVFP,sig,ZZH,VBSZZH_VBSCuts,0.001132,19.52,99700.0,03,tomato +2016postVFP,sig,ZZH,VBSZZH_VBSCuts,0.001132,16.81,98400.0,03,tomato +2017,sig,ZZH,VBSZZH_VBSCuts,0.001132,41.529,99800.0,03,tomato +2018,sig,ZZH,VBSZZH_VBSCuts,0.001132,59.7,99400.0,03,tomato +2016preVFP,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,19.52,4999000.0,10,skyblue +2016postVFP,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,16.81,4998130.0,10,skyblue +2017,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,41.529,7874000.0,10,skyblue +2018,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,59.7,9655000.0,10,skyblue +2016preVFP,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,19.52,4943000.0,11,skyblue +2016postVFP,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,16.81,4998122.0,11,skyblue +2017,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,41.529,7994000.0,11,skyblue +2018,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,59.7,9991000.0,11,skyblue +2016preVFP,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,19.52,500000.0,12,skyblue +2016postVFP,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,16.81,453000.0,12,skyblue +2017,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,41.529,579000.0,12,skyblue +2018,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,59.7,1000000.0,12,skyblue +2016preVFP,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,19.52,1450000.0,13,skyblue +2016postVFP,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,16.81,1500000.0,13,skyblue 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zck9n*;h4W<3WsC=vI8I<0=>$=c?RN+KlKJjVE%p<3HxiT!jbU5> literal 0 HcmV?d00001 diff --git a/analysis/vbs_vvh/config/variables/cutflow_config.py b/analysis/vbs_vvh/config/variables/cutflow_config.py new file mode 100644 index 00000000..fcce0915 --- /dev/null +++ b/analysis/vbs_vvh/config/variables/cutflow_config.py @@ -0,0 +1,391 @@ +import awkward as ak + +cutflow_dict = { + "MET_objsel": { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "MET_pt": lambda events, var, obj: events.Met_pt > 100, + "MET_significance": lambda events, var, obj: events.Met_significance > 20, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, + "loose_V1": lambda events, var, obj: events.V1Score > 0.1, + "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + }, + "MET_loose": { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, + "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + "MET_pt": lambda events, var, obj: events.Met_pt > 100, + "MET_significance": lambda events, var, obj: events.Met_significance > 100, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, + "loose_V1": lambda events, var, obj: events.V1Score > 0.1, + }, + "MET_chan1" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, + "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + "MET_pt": lambda events, var, obj: events.Met_pt > 100, + "MET_significance": lambda events, var, obj: events.Met_significance > 100, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, + "loose_V1": lambda events, var, obj: events.V1Score > 0.1, + "medium_H": lambda events, var, obj: events.HiggsScore > 0.5, + "medium_V1": lambda events, var, obj: events.V1Score > 0.5, + }, + "MET_chan2" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, + "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + "MET_pt": lambda events, var, obj: events.Met_pt > 500, + "MET_significance": lambda events, var, obj: events.Met_significance > 100, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + 'vbsj_deta_3':lambda events, var, obj: (var["vbsj_deta"]>3), + "vbsj_Mjj_1000":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 50) & (events.V1_msoftdrop<200)), + "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 50) & (events.Higgs_msoftdrop<200)), + }, + + "negative_check" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, + "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + "MET_pt": lambda events, var, obj: events.Met_pt > 500, + "MET_significance": lambda events, var, obj: events.Met_significance > 100, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + 'vbsj_deta_3':lambda events, var, obj: (var["vbsj_deta"]>3), + "vbsj_Mjj_1000":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 50) & (events.V1_msoftdrop<200)), + "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 50) & (events.Higgs_msoftdrop<200)), + "negative_weight":lambda events, var, obj: (events.weight<0), + }, + + "MET_med" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "MET_pt": lambda events, var, obj: events.Met_pt > 100, + "MET_significance": lambda events, var, obj: events.Met_significance > 20, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, + "loose_V1": lambda events, var, obj: events.V1Score > 0.1, + + "MET_pt_2": lambda events, var, obj: events.Met_pt > 600, + "MET_significance_2": lambda events, var, obj: events.Met_significance > 60, + + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + + "H_pt": lambda events, var, obj: events.Higgs_pt > 200, + "V1_pt": lambda events, var, obj: events.V1_pt > 200, + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 75)), + "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 85)), + }, + + "MET_max" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "MET_pt": lambda events, var, obj: events.Met_pt > 100, + "MET_significance": lambda events, var, obj: events.Met_significance > 20, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, + "loose_V1": lambda events, var, obj: events.V1Score > 0.1, + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 1000, + "MET_significance_tight": lambda events, var, obj: events.Met_significance > 60, + "H_pt": lambda events, var, obj: events.Higgs_pt > 600, + "V1_pt": lambda events, var, obj: events.V1_pt > 600, + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + + "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 75)), + "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 85)), + }, + "MET_temp" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, + "MET_pt": lambda events, var, obj: events.Met_pt > 100, + "MET_significance": lambda events, var, obj: events.Met_significance > 20, + "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, + "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, + "loose_V1": lambda events, var, obj: events.V1Score > 0.1, + + "MET_pt_2": lambda events, var, obj: events.Met_pt > 600, + "MET_significance_2": lambda events, var, obj: events.Met_significance > 60, + + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + + "H_pt": lambda events, var, obj: events.Higgs_pt > 200, + "V1_pt": lambda events, var, obj: events.V1_pt > 200, + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 75)), + "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 85)), + + #template + "max_deta_cut":lambda events, var, obj: var["vbsj_deta"] > 8, + "HV_dR": lambda events, var, obj: var["HV1_dR"] > 8, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 8, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 8, + + "MET_leadAK8_dphi":lambda events, var, obj: var["vbsj_deta"] > 8, + }, + + + "MET_opti" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + }, + + "MET_opti2" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + }, + + "MET_opti3" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + }, + + "MET_opti4" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_opti5" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_opti5a" : { #because removing tight H increases metric + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + }, + "MET_opti6" : { #make more sense to use H but Mjj is better + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_opti6a" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + }, + "MET_opti7" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_opti_f" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_opti_met300" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_opti_met300_2" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, + + "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "sumHT": lambda events, var, obj: var["sum_bosonHT"] > 1350, + }, + "MET_met300_1" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + }, + "MET_met300_2" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + }, + "MET_met300_3" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + }, + "MET_met300_4" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_met300_5a" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + }, + "MET_met300_5b" : { + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, + + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + }, + "MET_met300_6" : { #from 5b + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, + + "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, + "tight_V1": lambda events, var, obj: events.V1Score > 0.9, + }, + "MET_met300_6a" : { #adjustment on 6 + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, + }, + "MET_met300_6b" : { #adjustment on 6 + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, + "cut_H": lambda events, var, obj: events.HiggsScore > 0.6, + "cut_V1": lambda events, var, obj: events.V1Score > 0.6, + + }, + "MET_met300_7" : { #from 6b + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, + "cut_H": lambda events, var, obj: events.HiggsScore > 0.6, + "cut_V1": lambda events, var, obj: events.V1Score > 0.6, + + "vbsj_Mjj_1250":lambda events, var, obj: (var["vbsj_Mjj"]>1250), + }, + + "MET_met300_7a" : { #from 6b + "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), + "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1), + + "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, + 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), + "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, + "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, + + "vbsj_Mjj_1250":lambda events, var, obj: (var["vbsj_Mjj"]>1250), + "cut_V1": lambda events, var, obj: events.V1Score > 0.6, + }, +} \ No newline at end of file diff --git a/analysis/vbs_vvh/config/variables/extra_definitions.py b/analysis/vbs_vvh/config/variables/extra_definitions.py new file mode 100644 index 00000000..e3d66d5e --- /dev/null +++ b/analysis/vbs_vvh/config/variables/extra_definitions.py @@ -0,0 +1,90 @@ + +import numpy as np +import awkward as ak + +def VV_final_state(events): + """Define per-event final state categories from daughter PDG IDs.""" + + # Helper function + def is_plep(pid): return (pid == 11) | (pid == 13) | (pid == 15) | (pid == 17) + def is_nlep(pid): return (pid == -11) | (pid == -13) | (pid == -15) | (pid == -17) + def is_had(pid): return (abs(pid) <= 9) | (pid == 21) + def is_MET(pid): return (abs(pid) == 12) | (abs(pid) == 14) | (abs(pid) == 16) + + # Build all daughter-level flags + daughters = ["tV1d1_id", "tV1d2_id", "tV2d1_id", "tV2d2_id"] + plep = [is_plep(events[name]) for name in daughters] + nlep = [is_nlep(events[name]) for name in daughters] + had = [is_had(events[name]) for name in daughters] + met = [is_MET(events[name]) for name in daughters] + + # Count per-event + n_plep = sum(plep) + n_nlep = sum(nlep) + n_had = sum(had) + n_MET = sum(met) + n_lep = n_plep + n_nlep + + # Define categories + had_2lep = (n_had == 2) & (n_lep == 2) & (n_MET == 0) + had_1lep = (n_had == 2) & (n_lep == 1) & (n_MET == 1) + had_MET = (n_had == 2) & (n_lep == 0) & (n_MET == 2) + total_MET = (n_MET == 4) + lep_3 = (n_lep == 3) & (n_had == 0) & (n_MET == 1) + lep_4 = (n_lep == 4) & (n_had == 0) & (n_MET == 0) + nohad_oslep= (n_plep == 1) & (n_nlep == 1) & (n_MET == 2) + ZZ_oslep = nohad_oslep & (abs(events.tV1_id) == 23) + WW_oslep = nohad_oslep & (abs(events.tV1_id) == 24) + WW_sslep = ((n_plep == 2) | (n_nlep == 2)) & (n_MET == 2) + MET_1lep = (n_MET == 3) & (n_lep == 1) + + return { + "had_2lep": had_2lep, + "had_1lep": had_1lep, + "had_MET": had_MET, + "total_MET": total_MET, + "lep_3": lep_3, + "lep_4": lep_4, + "nohad_oslep": nohad_oslep, + "ZZ_oslep": ZZ_oslep, + "WW_oslep": WW_oslep, + "WW_sslep": WW_sslep, + "MET_1lep": MET_1lep, + "n_had": n_had, + "n_lep": n_lep, + "n_MET": n_MET, + } + +def Higgs_final_state(events): + return 0 + + +def VV_ndaughters(events): + """Define per-event final state categories from daughter PDG IDs.""" + + # Helper function + def is_plep(pid): return (pid == 11) | (pid == 13) | (pid == 15) | (pid == 17) + def is_nlep(pid): return (pid == -11) | (pid == -13) | (pid == -15) | (pid == -17) + def is_had(pid): return (abs(pid) <= 9) | (pid == 21) + def is_MET(pid): return (abs(pid) == 12) | (abs(pid) == 14) | (abs(pid) == 16) + + # Build all daughter-level flags + daughters = ["tV1d1_id", "tV1d2_id", "tV2d1_id", "tV2d2_id"] + plep = [is_plep(events[name]) for name in daughters] + nlep = [is_nlep(events[name]) for name in daughters] + had = [is_had(events[name]) for name in daughters] + met = [is_MET(events[name]) for name in daughters] + + # Count per-event + n_plep = sum(plep) + n_nlep = sum(nlep) + n_had = sum(had) + n_MET = sum(met) + n_lep = n_plep + n_nlep + + return { + "n_plep" :n_plep, + "n_nlep" :n_nlep, + "n_had" :n_had, + "n_MET" :n_MET + } diff --git a/analysis/vbs_vvh/config/variables/rebin_scheme.csv b/analysis/vbs_vvh/config/variables/rebin_scheme.csv new file mode 100644 index 00000000..6bac89f3 --- /dev/null +++ b/analysis/vbs_vvh/config/variables/rebin_scheme.csv @@ -0,0 +1,9 @@ +var,new_binning +nGoodAK4,10 +nGoodAK8,6 +nAK4,15 +nAK8,6 +Met_significance,50 +Met_significance_fine,20 +Met_significance_fine10,10 +Met_significance_lowrange,10 \ No newline at end of file diff --git a/analysis/vbs_vvh/config/variables/var_config.py b/analysis/vbs_vvh/config/variables/var_config.py new file mode 100644 index 00000000..2740a0d2 --- /dev/null +++ b/analysis/vbs_vvh/config/variables/var_config.py @@ -0,0 +1,597 @@ +from hist import axis +from coffea.nanoevents.methods import vector +import awkward as ak +ak.behavior.update(vector.behavior) +import numpy as np + +obj = { #reconstruction of H, V1, V2, vbsjs and MET + "Higgs": lambda events: ak.zip( + { + "pt": events.Higgs_pt, + "mass": events.Higgs_msoftdrop, + "eta": events.Higgs_eta, + "phi": events.Higgs_phi, + "score": events.HiggsScore, + # "area": events.Higgs_area, + # "deepTagMD_TvsQCD": events.Higgs_deepTagMD_TvsQCD, + # "deepTagMD_WvsQCD": events.Higgs_deepTagMD_WvsQCD, + # "particleNetMD_QCD": events.Higgs_particleNetMD_QCD, + # "particleNet_TvsQCD": events.Higgs_particleNet_TvsQCD, + # "particleNet_WvsQCD": events.Higgs_particleNet_WvsQCD, + # "particleNet_mass": events.Higgs_particleNet_mass, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "V1": lambda events: ak.zip( + { + "pt": events.V1_pt, + "mass": events.V1_msoftdrop, + "eta": events.V1_eta, + "phi": events.V1_phi, + "score": events.V1Score, + # "area": events.V1_area, + # "deepTagMD_TvsQCD": events.V1_deepTagMD_TvsQCD, + # "deepTagMD_WvsQCD": events.V1_deepTagMD_WvsQCD, + # "particleNetMD_QCD": events.V1_particleNetMD_QCD, + # "particleNet_TvsQCD": events.V1_particleNet_TvsQCD, + # "particleNet_WvsQCD": events.V1_particleNet_WvsQCD, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "vbsj1": lambda events: ak.zip( + { + "pt": events.vbsj1_pt, + "mass": events.vbsj1_m, + "eta": events.vbsj1_eta, + "phi": events.vbsj1_phi, + # "area": ak.firsts(events.goodVBSJets_area[events.vbs_idx_max_Mjj[:,0]]), + # "nConstituents": ak.firsts(events.goodVBSJets_nConstituents[events.vbs_idx_max_Mjj[:,0]]), + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "vbsj2": lambda events: ak.zip( + { + "pt": events.vbsj2_pt, + "mass": events.vbsj2_m, + "eta": events.vbsj2_eta, + "phi": events.vbsj2_phi, + # "area": ak.firsts(events.goodVBSJets_area[events.vbs_idx_max_Mjj[:,1]]), + # "nConstituents": ak.firsts(events.goodVBSJets_nConstituents[events.vbs_idx_max_Mjj[:,1]]), + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "MET": lambda events: ak.zip( + { + "pt": events.Met_pt, + "phi": events.Met_phi, + "eta": ak.zeros_like(events.Met_pt), # Set to 0 to ensure valid LorentzVector + "mass": ak.zeros_like(events.Met_pt), # Same for mass + "significance": events.Met_significance, + 'sumEt': events.Met_sumEt, + 'sumPtUnclustered': events.Met_sumPtUnclustered, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "leadAK8": lambda events: ak.zip( + { + "pt": events.leadAK8_pt, + "mass": events.leadAK8_msoftdrop, + "eta": events.leadAK8_eta, + "phi": events.leadAK8_phi, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "goodAK4Jets": lambda events: ak.zip( #for getting lead ak4 dphi met + { + "pt": events.goodAK4Jets_pt, + "mass": events.goodAK4Jets_mass, + "eta": events.goodAK4Jets_eta, + "phi": events.goodAK4Jets_phi, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "goodAK8Jets": lambda events: ak.zip( + { + "pt": events.goodAK8Jets_pt, + "mass": events.goodAK8Jets_msoftdrop, + "eta": events.goodAK8Jets_eta, + "phi": events.goodAK8Jets_phi, + # "HbbScore":events.goodAK8Jets_HbbScore, + # "WqqScore":events.goodAK8Jets_WqqScore, + # "area": events.goodAK8Jets_area, + # "deepTagMD_TvsQCD": events.goodAK8Jets_deepTagMD_TvsQCD, + # "deepTagMD_WvsQCD": events.goodAK8Jets_deepTagMD_WvsQCD, + # "particleNetMD_QCD": events.goodAK8Jets_particleNetMD_QCD, + # "particleNet_TvsQCD": events.goodAK8Jets_particleNet_TvsQCD, + # "particleNet_WvsQCD": events.goodAK8Jets_particleNet_WvsQCD, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + # "electrons": lambda events: ak.zip( + # { + # "pt": events.Electron_pt, + # "mass": events.Electron_mass, + # "eta": events.Electron_eta, + # "phi": events.Electron_phi, + # }, + # with_name="PtEtaPhiMLorentzVector", + # behavior=vector.behavior + # ), + # "muons": lambda events: ak.zip( + # { + # "pt": events.Muon_pt, + # "mass": events.Muon_mass, + # "eta": events.Muon_eta, + # "phi": events.Muon_phi, + # }, + # with_name="PtEtaPhiMLorentzVector", + # behavior=vector.behavior + # ), + # "taus": lambda events: ak.zip( + # { + # "pt": events.Tau_pt, + # "mass": events.Tau_mass, + # "eta": events.Tau_eta, + # "phi": events.Tau_phi, + # }, + # with_name="PtEtaPhiMLorentzVector", + # behavior=vector.behavior + # ), +} + +other_objs = { #reconstruction of all (good) jets and stuffs if needed + "goodVBSJets": lambda events,objects: ak.zip( + { + "pt": events.goodAK4Jets_pt, + "mass": events.goodAK4Jets_mass, + "eta": events.goodAK4Jets_eta, + "phi": events.goodAK4Jets_phi, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "V2": lambda events,objects: ak.zip( #for met2FJ channel, V2 should not exist + { + "pt": events.V2_pt, + "mass": events.V2_msoftdrop, + "eta": events.V2_eta, + "phi": events.V2_phi, + "score": events.V2Score, + }, + with_name="PtEtaPhiMLorentzVector", + behavior=vector.behavior + ), + "leadAK4": lambda events,objects: get_leading_jet(objects['goodAK4Jets']), +} + +def get_leading_jet(jets): + jets_sorted = jets[ak.argsort(jets.pt, axis=1, ascending=False)] + return ak.firsts(jets_sorted) + + +dense_variables_config = { #name of axis must be same as key + "nGoodAK4": { + "axis": axis.Regular(25, 0, 25, name="nGoodAK4", label="nGoodAK4"), + "expr": lambda events, objects: events.nGoodAK4, + }, + "nGoodAK8": { + "axis": axis.Regular(6, 0, 6, name="nGoodAK8", label="nGoodAK8"), + "expr": lambda events, objects: events.nGoodAK8, + }, + "nAK4": { + "axis": axis.Regular(25, 0, 25, name="nAK4", label="nAK4"), + "expr": lambda events, objects: events.nAK4 + }, + "nAK8": { + "axis": axis.Regular(6, 0, 6, name="nAK8", label="nAK8"), + "expr": lambda events, objects: events.nAK8, + }, + "Higgs_pt": { + "axis": axis.Regular(50, 0, 2000, name="Higgs_pt", label="Higgs pt (GeV)"), + "expr": lambda events, objects: objects["Higgs"].pt, + }, + "Higgs_phi": { + "axis": axis.Regular(50, -3.5, 3.5, name="Higgs_phi", label="Higgs phi"), + "expr": lambda events, objects: objects["Higgs"].phi, + }, + "Higgs_eta": { + "axis": axis.Regular(50, 0,3, name="Higgs_eta", label="Higgs eta"), + "expr": lambda events, objects: objects["Higgs"].eta, + }, + "Higgs_mass": { + "axis": axis.Regular(50, 0, 400, name="Higgs_mass", label="Higgs mass (GeV)"), + "expr": lambda events, objects: objects["Higgs"].mass, + }, + "Higgs_score": { + "axis": axis.Regular(50, 0, 1, name="Higgs_score", label="Higgs score"), + "expr": lambda events, objects: objects["Higgs"].score, + }, + "V1_pt": { + "axis": axis.Regular(50, 0, 2000, name="V1_pt", label="V1 pt (GeV)"), + "expr": lambda events, objects: objects["V1"].pt, + }, + "V1_phi": { + "axis": axis.Regular(50, -3.5, 3.5, name="V1_phi", label="V1 phi"), + "expr": lambda events, objects: objects["V1"].phi, + }, + "V1_eta": { + "axis": axis.Regular(50, 0,3, name="V1_eta", label="V1 eta"), + "expr": lambda events, objects: objects["V1"].eta, + }, + "V1_mass": { + "axis": axis.Regular(50, 0, 400, name="V1_mass", label="V1 mass (GeV)"), + "expr": lambda events, objects: objects["V1"].mass, + }, + "V1_score": { + "axis": axis.Regular(50, 0, 1, name="V1_score", label="V1 score"), + "expr": lambda events, objects: objects["V1"].score, + }, + "Met_pt":{ + "axis": axis.Regular(50, 0, 2000, name="Met_pt", label="MET pt (GeV)"), + "expr": lambda events, objects: objects["MET"].pt, + }, + "Met_pt_low":{ + "axis": axis.Regular(80, 0, 800, name="Met_pt_low", label="MET pt (GeV)"), + "expr": lambda events, objects: objects["MET"].pt, + }, + "Met_significance":{ + "axis": axis.Regular(50, 0, 2000, name="Met_significance", label="MET significance"), + "expr": lambda events, objects: objects["MET"].significance, + }, + "Met_significance_fine":{ + "axis": axis.Regular(50, 0, 200, name="Met_significance_fine", label="MET significance zoomed in"), + "expr": lambda events, objects: objects["MET"].significance, + }, + "Met_significance_fine10":{ + "axis": axis.Regular(20, 0, 200, name="Met_significance_fine10", label="MET significance zoomed in"), + "expr": lambda events, objects: objects["MET"].significance, + }, + "Met_significance_lowrange":{ + "axis": axis.Regular(20, 0, 50, name="Met_significance_lowrange", label="MET significance in <50 reg."), + "expr": lambda events, objects: objects["MET"].significance, + }, + "Met_phi":{ + "axis": axis.Regular(50, -3.5, 3.5, name="Met_phi", label="MET phi"), + "expr": lambda events, objects: objects["MET"].phi, + }, + "HV1_dR": { + "axis": axis.Regular(50, 0, 6, name="HV1_dR", label="dR(Higgs, V1)"), + "expr": lambda events, objects: objects["Higgs"].delta_r(objects["V1"]), + }, + "HMET_dphi": { + "axis": axis.Regular(50, 0, 3.5, name="HMET_dphi", label="dphi(Higgs, MET)"), + "expr": lambda events, objects: deltaPhi(objects["Higgs"],objects["MET"]), + }, + "V1MET_dphi": { + "axis": axis.Regular(50, 0, 3.5, name="V1MET_dphi", label="dphi(V1, MET)"), + "expr": lambda events, objects: deltaPhi(objects["V1"],objects["MET"]), + }, + "HVMET_sum_pt": { + "axis": axis.Regular(50, 0, 2000, name="HVMET_sum_pt", label="pt(H + V1) (GeV)"), + "expr": lambda events, objects: (objects["Higgs"] + objects["V1"] + objects["MET"]).pt, + }, + "sum_bosonHT":{ + "axis": axis.Regular(50, 0, 5000, name="sum_bosonHT", label="(Higgs_pt+V1_pt+MET_pt)"), + "expr": lambda events, objects: objects["Higgs"].pt + objects["V1"].pt +objects["MET"].pt, + }, + "vbsj_deta":{ + "axis": axis.Regular(50, 0, 10, name="vbsj_deta", label="vbsj_deta"), + "expr": lambda events, objects: np.abs(objects["vbsj1"].eta - objects["vbsj2"].eta), + }, + "vbsj_Mjj":{ + "axis": axis.Regular(50, 0, 5000, name="vbsj_Mjj", label="vbsj_Mjj (GeV)"), + "expr": lambda events, objects: (objects["vbsj1"] + objects["vbsj2"]).mass, + }, + + "goodAK4Jets_maxAbsDeltaEta":{ + "axis": axis.Regular(50, 0, 10, name="goodAK4Jets_maxAbsDeltaEta", label="goodAK4Jets_maxAbsDeltaEta"), + "expr": lambda events, objects: events.goodAK4Jets_maxAbsDeltaEta, + }, + "leadAK8_MET_dphi":{ + "axis": axis.Regular(50, 0, 3.5, name="leadAK8_MET_dphi", label="dphi(leadAK8, MET)"), + "expr": lambda events, objects: deltaPhi(objects["leadAK8"],objects["MET"]), + }, + + "leadAK4_MET_dphi":{ #objects['goodAK4Jets'] + "axis": axis.Regular(50, 0, 3.5, name="leadAK4_MET_dphi", label="dphi(leadAK4, MET)"), + "expr": lambda events, objects: + deltaPhi(objects['leadAK4'],objects["MET"]), + }, + + "vbsj1_pt": { + "axis": axis.Regular(50, 0, 500, name="vbsj1_pt", label="vbsj1 pt (GeV)"), + "expr": lambda events, objects: objects["vbsj1"].pt, + }, + "vbsj1_phi": { + "axis": axis.Regular(50, -3.5, 3.5, name="vbsj1_phi", label="vbsj1 phi"), + "expr": lambda events, objects: objects["vbsj1"].phi, + }, + "vbsj1_eta": { + "axis": axis.Regular(50, 0,5, name="vbsj1_eta", label="vbsj1 eta"), + "expr": lambda events, objects: objects["vbsj1"].eta, + }, + "vbsj1_mass": { + "axis": axis.Regular(50, 0, 100, name="vbsj1_mass", label="vbsj1 mass (GeV)"), + "expr": lambda events, objects: objects["vbsj1"].mass, + }, + "vbsj2_pt": { + "axis": axis.Regular(50, 0, 500, name="vbsj2_pt", label="vbsj2 pt (GeV)"), + "expr": lambda events, objects: objects["vbsj2"].pt, + }, + "vbsj2_phi": { + "axis": axis.Regular(50, -3.5, 3.5, name="vbsj2_phi", label="vbsj2 phi"), + "expr": lambda events, objects: objects["vbsj2"].phi, + }, + "vbsj2_eta": { + "axis": axis.Regular(50, 0,5, name="vbsj2_eta", label="vbsj2 eta"), + "expr": lambda events, objects: objects["vbsj2"].eta, + }, + "vbsj2_mass": { + "axis": axis.Regular(50, 0, 100, name="vbsj2_mass", label="vbsj2 mass (GeV)"), + "expr": lambda events, objects: objects["vbsj2"].mass, + }, + "met_goodak4_min_dphi": { + "axis": axis.Regular(50, 0, 3.5, name="met_goodak4_min_dphi", label="met_goodak4_min_dphi"), + "expr": lambda events, objects: get_min(deltaPhi(objects['goodAK4Jets'],objects["MET"])), + }, + "met_goodak8_min_dphi": { + "axis": axis.Regular(50, 0, 3.5, name="met_goodak8_min_dphi", label="met_goodak8_min_dphi"), + "expr": lambda events, objects: get_min(deltaPhi(objects['goodAK8Jets'],objects["MET"])), + }, + + # "nlep": { + # "axis": axis.Regular(15, 0, 15, name="nlep", label="n(electron+muon)"), + # "expr": lambda events, objects: events.nlep, + # }, + # "nTau": { + # "axis": axis.Regular(5, 0, 5, name="nTau", label="nTau"), + # "expr": lambda events, objects: events.nTau, + # }, + # "subjet_ratio": { + # "axis": axis.Regular(20, 0, 4, name="subjet_ratio", label="nSubjet/nFatJet"), + # "expr": lambda events, objects: events.subjet_ratio, + # }, + # "nGoodAK4FromMediumBJet": { + # "axis": axis.Regular(5, 0, 5, name="nGoodAK4FromMediumBJet", label="nGoodAK4FromMediumBJet"), + # "expr": lambda events, objects: events.ngoodAK4FromMediumBJet, #ak.sum(events.goodAK4FromMediumBJet, axis=1),# + # }, + # "nGoodAK4FromLooseBJet": { + # "axis": axis.Regular(5, 0, 5, name="nGoodAK4FromLooseBJet", label="nGoodAK4FromLooseBJet"), + # "expr": lambda events, objects: events.ngoodAK4FromLooseBJet, #ak.sum(events.goodAK4FromLooseBJet, axis=1),# + # }, + # "Higgs_area": { + # "axis": axis.Regular(20, 1.5,2.5, name="Higgs_area", label="Higgs area"), + # "expr": lambda events, objects: objects["Higgs"].area, + # }, + # "Higgs_deepTagMD_TvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="Higgs_deepTagMD_TvsQCD", label="Higgs score deepTagMD_TvsQCD"), + # "expr": lambda events, objects: objects["Higgs"].deepTagMD_TvsQCD, + # }, + # "Higgs_deepTagMD_WvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="Higgs_deepTagMD_WvsQCD", label="Higgs deepTagMD_WvsQCD"), + # "expr": lambda events, objects: objects["Higgs"].deepTagMD_WvsQCD, + # }, + # "Higgs_particleNetMD_QCD": { + # "axis": axis.Regular(50, 0, 1, name="Higgs_particleNetMD_QCD", label="Higgs particleNetMD_QCD"), + # "expr": lambda events, objects: objects["Higgs"].particleNetMD_QCD, + # }, + # "Higgs_particleNet_TvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="Higgs_particleNet_TvsQCD", label="Higgs particleNet_TvsQCD"), + # "expr": lambda events, objects: objects["Higgs"].particleNet_TvsQCD, + # }, + # "Higgs_particleNet_WvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="Higgs_particleNet_WvsQCD", label="Higgs particleNet_WvsQCD"), + # "expr": lambda events, objects: objects["Higgs"].particleNet_WvsQCD, + # }, + # "V1_area": { + # "axis": axis.Regular(50, 1.5,2.5, name="V1_area", label="V1 area"), + # "expr": lambda events, objects: objects["V1"].area, + # }, + # "V1_deepTagMD_TvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="V1_deepTagMD_TvsQCD", label="V1 score deepTagMD_TvsQCD"), + # "expr": lambda events, objects: objects["V1"].deepTagMD_TvsQCD, + # }, + # "V1_deepTagMD_WvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="V1_deepTagMD_WvsQCD", label="V1 deepTagMD_WvsQCD"), + # "expr": lambda events, objects: objects["V1"].deepTagMD_WvsQCD, + # }, + # "V1_particleNetMD_QCD": { + # "axis": axis.Regular(50, 0, 1, name="V1_particleNetMD_QCD", label="V1 particleNetMD_QCD"), + # "expr": lambda events, objects: objects["V1"].particleNetMD_QCD, + # }, + # "V1_particleNet_TvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="V1_particleNet_TvsQCD", label="V1 particleNet_TvsQCD"), + # "expr": lambda events, objects: objects["V1"].particleNet_TvsQCD, + # }, + # "V1_particleNet_WvsQCD": { + # "axis": axis.Regular(50, 0, 1, name="V1_particleNet_WvsQCD", label="V1 particleNet_WvsQCD"), + # "expr": lambda events, objects: objects["V1"].particleNet_WvsQCD, + # }, + + # "vbsj1_area": { + # "axis": axis.Regular(50, 0.3, 0.7, name="vbsj1_area", label="vbsj2 area"), + # "expr": lambda events, objects: objects["vbsj1"].area, + # }, + # "vbsj1_nConstituents": { + # "axis": axis.Regular(30, 0, 60, name="vbsj1_nConstituents", label="vbsj2 nConstituents"), + # "expr": lambda events, objects: objects["vbsj1"].nConstituents, + # }, + # "vbsj2_area": { + # "axis": axis.Regular(50, 0.3, 0.7, name="vbsj2_area", label="vbsj2 area"), + # "expr": lambda events, objects: objects["vbsj2"].area, + # }, + # "vbsj2_nConstituents": { + # "axis": axis.Regular(30, 0, 60, name="vbsj2_nConstituents", label="vbsj2 nConstituents"), + # "expr": lambda events, objects: objects["vbsj2"].nConstituents, + # }, + # 'dphi_diff': { + # "axis": axis.Regular(50, 0, 3, name="dphi_diff", label="max - min of dphi(MET,H,V1)"), + # "expr": lambda events, objects: ( + # ak.max( + # ak.concatenate( + # [ + # ak.singletons(deltaPhi(objects["Higgs"], objects["MET"])), + # ak.singletons(deltaPhi(objects["V1"], objects["MET"])), + # ak.singletons(deltaPhi(objects["Higgs"], objects["V1"])), + # ], + # axis=1, + # ), + # axis=1, + # ) + # - ak.min( + # ak.concatenate( + # [ + # ak.singletons(deltaPhi(objects["Higgs"], objects["MET"])), + # ak.singletons(deltaPhi(objects["V1"], objects["MET"])), + # ak.singletons(deltaPhi(objects["Higgs"], objects["V1"])), + # ], + # axis=1, + # ), + # axis=1, + # ) + # ), + # }, + # #to remove + + # "Met_sumEt": { + # "axis": axis.Regular(50, 0, 6000, name="Met_sumEt", label="Met_sumEt"), + # "expr": lambda events, objects: objects["MET"].sumEt, + # }, + # "Met_sumPtUnclustered": { + # "axis": axis.Regular(50, 0, 6000, name="Met_sumPtUnclustered", label="Met_sumPtUnclustered"), + # "expr": lambda events, objects: objects["MET"].sumPtUnclustered, + # }, + # "bosonMET_HT": { + # "axis": axis.Regular(50, 0, 3000, name="bosonMET_HT", label="bosonMET_HT"), + # "expr": lambda events, objects: events.bosonMET_HT, + # }, + # "ht_ak4": { + # "axis": axis.Regular(50, 0, 3000, name="ht_ak4", label="ht_ak4"), + # "expr": lambda events, objects: events.ht_ak4, + # }, + # "ht_ak8": { + # "axis": axis.Regular(50, 0, 3000, name="ht_ak8", label="ht_ak8"), + # "expr": lambda events, objects: events.ht_ak8, + # }, + # "ht_goodAK4Jets": { + # "axis": axis.Regular(50, 0, 3000, name="ht_goodAK4Jets", label="ht_goodAK4Jets"), + # "expr": lambda events, objects: events.ht_goodAK4Jets, + # }, + # "ht_goodAK8Jets": { + # "axis": axis.Regular(50, 0, 3000, name="ht_goodAK8Jets", label="ht_goodAK8Jets"), + # "expr": lambda events, objects: events.ht_goodAK8Jets, + # }, + # "nCentralAK4": { + # "axis": axis.Regular(25, 0, 25, name="nCentralAK4", label="nCentralAK4"), + # "expr": lambda events, objects: events.nCentralAK4, + # }, + # "nGoodVBS": { + # "axis": axis.Regular(25, 0, 25, name="nGoodVBS", label="nGoodVBS"), + # "expr": lambda events, objects: events.nGoodVBS, + # }, + # "sum_AK4_pt": { + # "axis": axis.Regular(50, 0, 3000, name="sum_AK4_pt", label="sum_AK4_pt"), + # "expr": lambda events, objects: events.sum_AK4_pt, + # }, + # "sum_AK8_pt": { + # "axis": axis.Regular(50, 0, 3000, name="sum_AK8_pt", label="sum_AK8_pt"), + # "expr": lambda events, objects: events.sum_AK8_pt, + # }, + # "vbsj1_dRH": { + # "axis": axis.Regular(50, 0, 7, name="vbsj1_dRH", label="vbsj1_dRH"), + # "expr": lambda events, objects: events.vbsj1_dRH, + # }, + # "vbsj1_dRV1": { + # "axis": axis.Regular(50, 0, 7, name="vbsj1_dRV1", label="vbsj1_dRV1"), + # "expr": lambda events, objects: events.vbsj1_dRV1, + # }, + # "vbsj2_dRH": { + # "axis": axis.Regular(50, 0, 7, name="vbsj2_dRH", label="vbsj2_dRH"), + # "expr": lambda events, objects: events.vbsj2_dRH, + # }, + # "vbsj2_dRV1": { + # "axis": axis.Regular(50, 0, 7, name="vbsj2_dRV1", label="vbsj2_dRV1"), + # "expr": lambda events, objects: events.vbsj2_dRV1, + # }, + # "HVMET_pt": { + # "axis": axis.Regular(50, 0, 3000, name="HVMET_pt", label="HVMET_pt"), + # "expr": lambda events, objects: events.HVMET_pt, + # }, + # "vbsj_dphi": { + # "axis": axis.Regular(50, 0, 3.5, name="vbsj_dphi", label="vbsj_dphi"), + # "expr": lambda events, objects: deltaPhi(objects['vbsj1'],objects["vbsj2"]) + # }, + + # "electron_goodAK4_min_dR": { + # "axis": axis.Regular(50, 0, 5, name="electron_goodAK4_min_dR", label="electron_goodAK4_min_dR"), + # "expr": lambda events, objects: events.electron_goodAK4_min_dR, + # }, + # "muon_goodAK4_min_dR": { + # "axis": axis.Regular(50, 0, 5, name="muon_goodAK4_min_dR", label="muon_AK4_min_dR"), + # "expr": lambda events, objects: events.muon_goodAK4_min_dR, + # }, + # "tau_goodAK4_min_dR": { + # "axis": axis.Regular(50, 0, 5, name="tau_goodAK4_min_dR", label="tau_AK4_min_dR"), + # "expr": lambda events, objects: events.tau_goodAK4_min_dR, + # }, + # "tau_H_dR": { + # "axis": axis.Regular(50, 0, 5, name="tau_H_dR", label="tau_H_dR"), + # "expr": lambda events, objects: events.tau_H_dR, + # }, + # "tau_V1_dR": { + # "axis": axis.Regular(50, 0, 5, name="tau_V1_dR", label="tau_V1_dR"), + # "expr": lambda events, objects: events.tau_V1_dR, + # }, +} + +def get_min(array): + arr_sort = ak.pad_none(ak.sort(array, axis = 1, ascending=True),1, axis=1) + return arr_sort[:,0] + +# seems delta_r is the only available function for coffea? +def deltaR(v1, v2): + return v1.delta_r(v2) + +def min_dR(v1, v2): + dR = [] + for i in range(ak.num(v1, axis=0)): + if ak.num(v1, axis=1)== 0 or ak.num(v2, axis=1) == 0: + dR.append(None) + else: + k1, k2 = ak.unzip(ak.cartesian([v1, v2])) + dR.append(get_min(k1.deltaR(k2))) + return ak.flatten(dR) + + +def deltaPhi(v1, v2): + phi1 = v1.phi + phi2 = v2.phi + abs_diff = np.abs(phi1 - phi2) + dphi = ak.where( + abs_diff < np.pi, + abs_diff, + 2 * np.pi - abs_diff + ) #compare element-wise + return dphi + +def deltaPhi_1d(phi1, phi2): + abs_diff = np.abs(phi1 - phi2) + dphi = ak.where( + abs_diff < np.pi, + abs_diff, + 2 * np.pi - abs_diff + ) #compare element-wise + return dphi + +def deltaEta(v1,v2): + eta1 = v1.eta + eta2 = v2.eta + return np.abs(eta1-eta2) \ No newline at end of file diff --git a/analysis/vbs_vvh/histos/test/histos/test2_plotsTopEFT.pkl.gz b/analysis/vbs_vvh/histos/test/histos/test2_plotsTopEFT.pkl.gz new file mode 100644 index 0000000000000000000000000000000000000000..4ca5d689467c715756fbabf777004e90b347e2d1 GIT binary patch literal 1707376 zcmdq|RZv||6g7w^A-H>Rhv4om!QGwU!3pjpXmEG;;O=m7clV3CbAgN83-e2jRDIw7 zVg55U4^#7UUQYL}v-@*a>&Pxt}PFx5Px+XB_A>+hU^8UVEJZ)%4#v> zyo-a2LuSr5BIax@S4iBoWm5*^^w5hQu$()+?AY>{eCfDI;@C8>TjjW1^VsCO0QIXi?xKQ7HJtZRjtDLgd2mxR(UI|d|^JWj_d_cT$J zOchT_znjhH%DpEd9&@T{l>H!_pdTOi(KxiUw6xj%WTpQIG#=K3f$|({3vfChKi>*PhO%qPgg5*wr|f>(+@@K`vpBv`cCY7cYAq4yJZYcn 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11114549.949698707 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/UL16APV_sig.json b/analysis/vbs_vvh/input/UL16APV_sig.json new file mode 100644 index 00000000..2b37a3e6 --- /dev/null +++ b/analysis/vbs_vvh/input/UL16APV_sig.json @@ -0,0 +1,28 @@ +{ + "xsec": "0.002828", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_VBSWWH_OS_VBSCuts", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples/2016preVFP_sig.root" + ], + "nEvents": 98500, + "nGenEvents": 98500, + "nSumOfWeights": 98500.0, + "isData": false, + "isSig":true, + "path": "./", + "nSumOfLheWeights": [ + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/all_250ptcut.cfg b/analysis/vbs_vvh/input/all_250ptcut.cfg new file mode 100644 index 00000000..0b27dd35 --- /dev/null +++ b/analysis/vbs_vvh/input/all_250ptcut.cfg @@ -0,0 +1,6 @@ +# Sig +/home/users/pyli/projects/analysis_VVH/coffea_scripts/configs/sig_250ptcut.json +# Bkg +/home/users/pyli/projects/analysis_VVH/coffea_scripts/configs/bkg_250ptcut.json +#data +#/home/users/pyli/projects/analysis_VVH/coffea_scripts/configs/data_250ptcut.json \ No newline at end of file diff --git a/analysis/vbs_vvh/input/all_year.cfg b/analysis/vbs_vvh/input/all_year.cfg new file mode 100644 index 00000000..6cfaeb8f --- /dev/null +++ b/analysis/vbs_vvh/input/all_year.cfg @@ -0,0 +1,8 @@ +# Sig +/data/userdata/pyli/projects/VVHjj/coffea/vvhjj_coffea/analysis/vbsvvh/configs/sig.json + +# Bkg +/data/userdata/pyli/projects/VVHjj/coffea/vvhjj_coffea/analysis/vbsvvh/configs/bkg.json + +#data +/data/userdata/pyli/projects/VVHjj/coffea/vvhjj_coffea/analysis/vbsvvh/configs/data.json \ No newline at end of file diff --git a/analysis/vbs_vvh/input/bkg.json b/analysis/vbs_vvh/input/bkg.json new file mode 100644 index 00000000..65c8adb2 --- /dev/null +++ b/analysis/vbs_vvh/input/bkg.json @@ -0,0 +1,31 @@ +{ + "xsec": "185300000", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_bkg", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples/2016preVFP_bkg.root", + "/home/users/pyli/VVHjj/ntuples/2016postVFP_bkg.root", + "/home/users/pyli/VVHjj/ntuples/2017_bkg.root", + "/home/users/pyli/VVHjj/ntuples/2018_bkg.root" + ], + "nEvents": 0, + "nGenEvents": 11197186, + "nSumOfWeights": 11197186.0, + "isData": false, + "isSig":false, + "path": "./", + "nSumOfLheWeights": [ + 10948530.407120068, + 12877374.841483139, + 14437860.003244445, + 9520996.062486636, + 11197186.0, + 12553321.974128349, + 8430814.468117546, + 9914294.028903218, + 11114549.949698707 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/bkg_250ptcut.json b/analysis/vbs_vvh/input/bkg_250ptcut.json new file mode 100644 index 00000000..be6dd337 --- /dev/null +++ b/analysis/vbs_vvh/input/bkg_250ptcut.json @@ -0,0 +1,30 @@ +{ + "xsec": "185300000", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_bkg", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016preVFP_bkg.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016postVFP_bkg.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_bkg.root" + ], + "nEvents": 0, + "nGenEvents": 11197186, + "nSumOfWeights": 11197186.0, + "isData": false, + "isSig":false, + "path": "./", + "nSumOfLheWeights": [ + 10948530.407120068, + 12877374.841483139, + 14437860.003244445, + 9520996.062486636, + 11197186.0, + 12553321.974128349, + 8430814.468117546, + 9914294.028903218, + 11114549.949698707 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/data.json b/analysis/vbs_vvh/input/data.json new file mode 100644 index 00000000..29afd926 --- /dev/null +++ b/analysis/vbs_vvh/input/data.json @@ -0,0 +1,31 @@ +{ + "xsec": "0.002828", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_VBSWWH_OS_VBSCuts", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples/2016preVFP_data.root", + "/home/users/pyli/VVHjj/ntuples/2016postVFP_data.root", + "/home/users/pyli/VVHjj/ntuples/2017_data.root", + "/home/users/pyli/VVHjj/ntuples/2018_data.root" + ], + "nEvents": 98500, + "nGenEvents": 98500, + "nSumOfWeights": 98500.0, + "isData": true, + "isSig":false, + "path": "./", + "nSumOfLheWeights": [ + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/data_250ptcut.json b/analysis/vbs_vvh/input/data_250ptcut.json new file mode 100644 index 00000000..0bfb4728 --- /dev/null +++ b/analysis/vbs_vvh/input/data_250ptcut.json @@ -0,0 +1,30 @@ +{ + "xsec": "0.002828", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_VBSWWH_OS_VBSCuts", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016preVFP_data.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016postVFP_data.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_data.root" + ], + "nEvents": 98500, + "nGenEvents": 98500, + "nSumOfWeights": 98500.0, + "isData": true, + "isSig":false, + "path": "./", + "nSumOfLheWeights": [ + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/sig.json b/analysis/vbs_vvh/input/sig.json new file mode 100644 index 00000000..aada81b5 --- /dev/null +++ b/analysis/vbs_vvh/input/sig.json @@ -0,0 +1,31 @@ +{ + "xsec": "0.002828", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_VBSWWH_OS_VBSCuts", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples/2016preVFP_sig.root", + "/home/users/pyli/VVHjj/ntuples/2016postVFP_sig.root", + "/home/users/pyli/VVHjj/ntuples/2017_sig.root", + "/home/users/pyli/VVHjj/ntuples/2018_sig.root" + ], + "nEvents": 98500, + "nGenEvents": 98500, + "nSumOfWeights": 98500.0, + "isData": false, + "isSig":true, + "path": "./", + "nSumOfLheWeights": [ + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/sig_250ptcut.json b/analysis/vbs_vvh/input/sig_250ptcut.json new file mode 100644 index 00000000..c3de7aad --- /dev/null +++ b/analysis/vbs_vvh/input/sig_250ptcut.json @@ -0,0 +1,30 @@ +{ + "xsec": "0.002828", + "year": "2016APV", + "treeName": "Events", + "histAxisName": "UL16APV_VBSWWH_OS_VBSCuts", + "options": "", + "WCnames": [], + "files": [ + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016preVFP_sig.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016postVFP_sig.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_sig.root" + ], + "nEvents": 98500, + "nGenEvents": 98500, + "nSumOfWeights": 98500.0, + "isData": false, + "isSig":true, + "path": "./", + "nSumOfLheWeights": [ + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495, + 116784.26267291914, + 98500.0, + 85066.50340997495 + ] +} \ No newline at end of file diff --git a/analysis/vbs_vvh/input/test.cfg b/analysis/vbs_vvh/input/test.cfg new file mode 100644 index 00000000..04006f48 --- /dev/null +++ b/analysis/vbs_vvh/input/test.cfg @@ -0,0 +1,4 @@ +# Sig +/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/input/UL16APV_sig.json +# Bkg +/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/input/UL16APV_bkg.json \ No newline at end of file diff --git a/analysis/vbs_vvh/make_plots.py b/analysis/vbs_vvh/make_plots.py new file mode 100644 index 00000000..00e93d51 --- /dev/null +++ b/analysis/vbs_vvh/make_plots.py @@ -0,0 +1,750 @@ +import argparse +import pickle +import gzip +import json +import os, sys +import shutil +import numpy as np +import matplotlib.pyplot as plt +import copy +import warnings +warnings.filterwarnings("ignore", message="List indexing selection is experimental.*") +warnings.filterwarnings("ignore", message="All sumw are zero!*") + +import csv +from collections import defaultdict + +#import scripts.utils.plotting_tools as plt_tools + +import ewkcoffea.modules.plotting_tools as plt_tools +from config.variables.cutflow_config import cutflow_dict +from config.paths import objsel_cf,get_cutflow,cutflow_yamls_dir,default_cutflow_yaml,default_output_dir +from utils.tools import save_array_to_csv +#from scripts.plot_stuffs import plot_datamc + +blinded = True + +default_CAT_LST = objsel_cf +CAT_LST = default_CAT_LST +rebin = False +coupling = "nominal" +has_data = True + +clr_map = { + 'EWK': "#ff8800", + 'Other': "#ffee00", + 'QCD': "#a3d42f", + 'ST': "#00dbbd", + 'WJets': "#5476a8", + 'ZJets': "#8C00FF", + 'ttbar': "#ff82ff", + 'ttx': "#00db6e", +} +sig_clr = { + 'sig_qqNuNu': "#811512", + 'sig_qqlNu': "#965f5b", +} +#for sample name csv +#sample_name_csv = "/data/userdata/pyli/projects/VVHjj/coffea/vvhjj_coffea/analysis/vbsvvh/variables/sample_names.csv" +sample_name_csv = '/home/users/pyli/projects/analysis_VVH/coffea_scripts/variables/sample_names.csv' +def parse_sample_csv(csv_path=sample_name_csv): + GRP_DICT_FULL = defaultdict(list) + bkg_color_map = {} + + with open(csv_path, newline='') as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + if row["sample_year"] != "2016preVFP": #temp fix: change to get year automatically in the future + continue + cat = row["sample_category"].strip().lower() + sample_type = row["sample_type"].strip() + sample_name = row["sample_name"].strip() + color = row["plotting_colour"].strip() + + if cat == "sig": + GRP_DICT_FULL["Signal"].append(sample_name) + elif cat == "bkg": + GRP_DICT_FULL.setdefault(sample_type, []).append(sample_name) + if sample_type not in bkg_color_map: + bkg_color_map[sample_type] = color + elif cat == "data" and sample_name not in GRP_DICT_FULL["Data"]: + if not blinded: + GRP_DICT_FULL["Data"].append(sample_name) + + # Get background color list in the same order as background keys + bkg_CLR_LST = [bkg_color_map[grp] for grp in GRP_DICT_FULL if grp != "Signal" and grp != "Data"] + + return dict(GRP_DICT_FULL), bkg_CLR_LST + +GRP_DICT_FULL, CLR_LST = parse_sample_csv(sample_name_csv) + +# Get sig and bkg yield in all categories +def get_yields_per_cat(histo_dict,var_name,sig_coupling='nominal'): + out_dict = {} + + # Get the initial grouping dict + grouping_dict = GRP_DICT_FULL + + # Get list of all of the backgrounds together + bkg_lst = [] + for grp in grouping_dict: + if grp != "Signal" and grp!="Data": + bkg_lst = bkg_lst + grouping_dict[grp] + + # Make the dictionary to get yields for, it includes what's in grouping_dict, plus the backgrounds grouped as one + groups_to_get_yields_for_dict = copy.deepcopy(grouping_dict) + groups_to_get_yields_for_dict["Background"] = bkg_lst + + # Loop over cats and fill dict of sig and bkg + for cat in CAT_LST: + out_dict[cat] = {} + + #histo_base = histo_dict[var_name][{"systematic":"nominal", "category":cat}] + histo_base = histo_dict[var_name][{"category":cat}] + histo_base = plt_tools.group(histo_base,"year", "temp_year", {"all_year":['2016preVFP','2016postVFP','2017','2018']}) + histo_base = histo_base[{"temp_year":"all_year"}] + + # Get values per proc + for group_name,group_lst in groups_to_get_yields_for_dict.items(): + if group_name == "Signal": + print("debug signal use coupling",sig_coupling) + histo = plt_tools.group(histo_base[{"systematic":sig_coupling}],"process","process",{group_name:group_lst}) + else: + histo = plt_tools.group(histo_base[{"systematic":"nominal"}],"process","process",{group_name:group_lst}) + yld = sum(sum(histo.values(flow=True))) + var = sum(sum(histo.variances(flow=True))) + out_dict[cat][group_name] = [yld,(var)**0.5] + + # Get the metric + sig = out_dict[cat]["Signal"][0] + bkg = out_dict[cat]["Background"][0] + metric = sig/(bkg)**0.5 + punzi = sig/(1+(bkg)**0.5) + punzi_p1 = sig/(0.11+(bkg)**0.5) + out_dict[cat]["metric"] = [metric,None] # Don't bother propagating error + out_dict[cat]["punzi"] = [punzi,None] # Don't bother propagating error + out_dict[cat]["punzi_p1"] = [punzi_p1,None] # Don't bother propagating error + + return out_dict + +def get_ABCD(histo_dict,var_name): + return 0 + +# Make the figures for the vvh sudy +def make_vvh_fig(histo_mc,histo_mc_sig,histo_mc_bkg,title="test",axisrangex=None, csv_file = None, var = None,sig_coupling = "nominal",histo_data=None,histo_sig_separated=None): + if blinded: + histo_data = None + varinfo = {} #this is to store and return varinfo we gathered during make fig + #[name of quantity, max_quantity, s, b] + + # Create the figure + fig, (ax1, ax2, ax_datamc, ax3, ax4) = plt.subplots( + nrows=5, + ncols=1, + figsize=(7,11), + gridspec_kw={"height_ratios": (3, 1, 1, 1, 1)}, + sharex=True + ) + #histo_mc = histo_mc_bkg #debug: removed this to try to avoid including sig into filled histos + fig.subplots_adjust(hspace=.07) + bkg_samples = list(histo_mc.axes[0]) + colors = [clr_map[sample] for sample in bkg_samples] + + # Plot the stack plot + histo_mc.plot1d( + stack=True, + histtype="fill", + color=colors, #to fix this per sample instead of first n elements) + ax=ax1, + zorder=100, + ) + with np.errstate(divide='ignore', invalid='ignore'): + # Get the errs on MC and plot them by hand on the stack plot + histo_mc_sum = histo_mc[{"process_grp":sum}] + mc_arr = histo_mc_sum.values() + mc_err_arr = np.sqrt(histo_mc_sum.variances()) + err_p = np.append(mc_arr + mc_err_arr, 0) + err_m = np.append(mc_arr - mc_err_arr, 0) + bin_edges_arr = histo_mc_sum.axes[0].edges + bin_centers_arr = histo_mc_sum.axes[0].centers + ax1.fill_between(bin_edges_arr,err_m,err_p, step='post', facecolor='none', edgecolor='gray', alpha=0.5, linewidth=0.0, label='MC stat', hatch='/////') + + #calculate yield for later use + yld_sig = sum(sum(histo_mc_sig.values(flow=True))) + yld_bkg = sum(sum(histo_mc_bkg.values(flow=True))) + sig_rescale_factor = yld_bkg/yld_sig + #plot sig scale to bkg in fig 1 + histo_mc_sig_scale_to_bkg = plt_tools.scale(copy.deepcopy(histo_mc_sig), "process_grp", {"Signal":sig_rescale_factor }) + histo_mc_sig_scale_to_bkg.plot1d(color=["red"], ax=ax1, zorder=101) + if histo_sig_separated is not None: + hist_values = [] + labels = [] + colors = [] + + for key, h in histo_sig_separated.items(): + h = plt_tools.scale(copy.deepcopy(h), "process_grp", {"Signal":sig_rescale_factor }) + values, edges, _ = h.to_numpy(flow=False) + hist_values.append(values[-1]) + labels.append(key.replace("sig_", "").replace("Nu", r"$\nu$")) + colors.append(sig_clr[key]) + + + for i, weights in enumerate(hist_values): + weights_step = np.append(weights, weights[-1]) # extend to match edges + ax1.step( + bin_edges_arr, + weights_step, + where='post', + label=labels[i], + color=colors[i], + linewidth=1.5, + zorder=101, + ) + + yld_sig_qqnunu = sum(sum(histo_sig_separated['sig_qqNuNu'].values())) + yld_sig_qqlnu = sum(sum(histo_sig_separated['sig_qqlNu'].values())) + + if histo_data is not None: + # plot data in blue + yld_data = sum(sum(histo_data.values(flow=True))) + #histo_mc_data_scale_to_bkg = plt_tools.scale(copy.deepcopy(histo_mc_sig), "process_grp", {"Data":yld_bkg/yld_data}) + histo_data.plot1d(color=["blue"], ax=ax1, zorder=102, label="Data") + + ##2nd plot: normalized s, b + ## Draw the normalized shapes ## + # Get normalized hists of sig and bkg + metric = yld_sig/(yld_bkg**0.5) + histo_mc_sig_norm = plt_tools.scale(copy.deepcopy(histo_mc_sig), "process_grp", {"Signal":1.0/yld_sig}) + histo_mc_bkg_norm = plt_tools.scale(copy.deepcopy(histo_mc_bkg), "process_grp", {"Background":1.0/yld_bkg}) + histo_mc_sig_norm.plot1d(color="red", ax=ax2, zorder=100) + histo_mc_bkg_norm.plot1d(color="gray", ax=ax2, zorder=100) + if histo_data is not None: + histo_data_norm = plt_tools.scale(copy.deepcopy(histo_data), "process_grp", {"Data":1.0/yld_data}) + histo_data_norm.plot1d(color="blue", ax=ax2, zorder=100) + + ##3rd plot: s/sqrt(b + b_error) + ## Draw the significance ## + # Get the sig and bkg arrays (Not including flow bins here, overflow should already be handled, and if we have underflow, why?) + mc_arr = np.where(mc_arr >= 0, mc_arr, 0) + yld_sig_arr = sum(histo_mc_sig.values()) + #yld_bkg_arr = sum(histo_mc_bkg.values()) + yld_bkg_arr = sum(histo_mc_bkg.values()) + mc_err_arr #changed to use s/sqrt(b + error) + + # Get the cumulative signifiance, starting from left + yld_sig_arr_cum = np.cumsum(yld_sig_arr) + yld_bkg_arr_cum = np.cumsum(abs(yld_bkg_arr)) + metric_cum = yld_sig_arr_cum/np.sqrt(yld_bkg_arr_cum) + metric_cum = np.nan_to_num(metric_cum,nan=0,posinf=0) # Set the nan (from sig and bkg both being 0) to 0 + + # Get the cumulative signifiance, starting from right + yld_sig_arr_cum_ud = np.cumsum(np.flipud(yld_sig_arr)) + yld_bkg_arr_cum_ud = np.cumsum(np.flipud(yld_bkg_arr)) + metric_cum_ud = np.flipud(yld_sig_arr_cum_ud/np.sqrt(yld_bkg_arr_cum_ud)) + metric_cum_ud = np.nan_to_num(metric_cum_ud,nan=0,posinf=0) # Set the nan (from sig and bkg both being 0) to 0 + yld_sig_arr_cum_ud = np.flipud(yld_sig_arr_cum_ud) # Flip back so the order is as expected for later use + yld_bkg_arr_cum_ud = np.flipud(yld_bkg_arr_cum_ud) # Flip back so the order is as expected for later use + + # Draw it on the third plot + ax3.scatter(bin_centers_arr,metric_cum, facecolor='none',edgecolor='black',marker=">",label="Cum. from left", zorder=100) + ax3.scatter(bin_centers_arr,metric_cum_ud,facecolor='none',edgecolor='black',marker="<",label="Cum. from right", zorder=100) + + # Write the max values on the plot + max_metric_from_left_idx = np.argmax(metric_cum) + max_metric_from_right_idx = np.argmax(metric_cum_ud) + left_max_y = metric_cum[max_metric_from_left_idx] + right_max_y = metric_cum_ud[max_metric_from_right_idx] + left_max_x = bin_centers_arr[max_metric_from_left_idx] + right_max_x = bin_centers_arr[max_metric_from_right_idx] + left_s_at_max = yld_sig_arr_cum[max_metric_from_left_idx] + right_s_at_max = yld_sig_arr_cum_ud[max_metric_from_right_idx] + left_b_at_max = yld_bkg_arr_cum[max_metric_from_left_idx] + right_b_at_max = yld_bkg_arr_cum_ud[max_metric_from_right_idx] + plt.text(0.15,0.31, f"Max from left: {np.round(left_max_y,3)} (at x={np.round(left_max_x,2)}, sig: {np.round(left_s_at_max,2)}, bkg: {np.round(left_b_at_max,1)})", fontsize=9, transform=fig.transFigure) + plt.text(0.15,0.29, f"Max from right: {np.round(right_max_y,3)} (at x={np.round(right_max_x,2)} , sig: {np.round(right_s_at_max,2)}, bkg: {np.round(right_b_at_max,1)})", fontsize=9, transform=fig.transFigure) + + max_ssqrtb_info = ['s_sqrt_b',right_max_y,right_max_x,right_s_at_max,right_b_at_max] + varinfo['s_sqrt_b'] = max_ssqrtb_info + + ##4th plot: signal cumulative + ## Draw on the fraction of signal retained ## + yld_sig_arr_cum_frac = np.cumsum(yld_sig_arr)/yld_sig + yld_sig_arr_cum_frac_ud = np.flipud(np.cumsum(np.flipud(yld_sig_arr)))/yld_sig + ax4.scatter(bin_centers_arr,yld_sig_arr_cum_frac, facecolor='none',edgecolor='black',marker=">",label="Cum. from left", zorder=100) + ax4.scatter(bin_centers_arr,yld_sig_arr_cum_frac_ud,facecolor='none',edgecolor='black',marker="<",label="Cum. from right", zorder=100) + + ##hijacked for datamc + mc_vals = histo_mc_sum.values() + if histo_data is not None: + data_vals = histo_data.values() + data_vals = np.asarray(data_vals).flatten() #somehow data is 2d why?? WHY?????? + + # Avoid divide-by-zero (set ratio = nan if mc=0) + ratio = np.divide(data_vals, mc_vals, out=np.full_like(data_vals, np.nan), where=mc_vals>0) + #if sum(data_vals)>100: + # print("debug",ratio,sum(data_vals),data_vals,sum(mc_vals),mc_vals) + + # Bin centers for plotting + bin_centers = histo_mc_sum.axes[0].centers + bin_edges = histo_mc_sum.axes[0].edges + + # compute stat uncertainty on ratio (MC only, ignoring data stat) + mc_err = np.sqrt(histo_mc_sum.variances()) + ratio_err = np.divide(mc_err, mc_vals, out=np.zeros_like(mc_err), where=mc_vals>0) + + # --- Plot into ax5 --- + ax_datamc.errorbar( + bin_centers, ratio, + yerr=ratio_err, + fmt="o", color="blue", label="Data/MC" + ) + ax_datamc.axhline(1.0, color="black", linestyle="--") # reference line + ax_datamc.set_ylabel("Data / MC") + ax_datamc.set_ylim(0, min(5,max(ratio))) + #ax_datamc.set_ylim(0, 2) # adjust as needed + + + ## Legend, scale the axis, set labels, etc ## + extr = ax1.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="12", frameon=False) + extr = ax2.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="10", frameon=False) + extr = ax3.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="10", frameon=False) + extr = ax4.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="10", frameon=False) + plt.text(0.15,0.86, f"Signal coupling: {sig_coupling}", fontsize = 11, transform=fig.transFigure) + + if histo_sig_separated is not None: + plt.text(0.15,0.84, f"Sig. yield: {np.round(yld_sig,2)} (qqnunu{np.round(yld_sig_qqnunu,2)},qqlnu{np.round(yld_sig_qqlnu,2)})", fontsize = 11, transform=fig.transFigure) + else: + plt.text(0.15,0.84, f"Sig. yield: {np.round(yld_sig,2)}", fontsize = 11, transform=fig.transFigure) + + plt.text(0.15,0.82, f"Bkg. yield: {np.round(yld_bkg,2)}", fontsize = 11, transform=fig.transFigure) + plt.text(0.15,0.80, f"Metric: {np.round(metric,3)}", fontsize = 11, transform=fig.transFigure) + plt.text(0.15,0.78, f"[Note: sig. overlay scaled {np.round(yld_bkg/yld_sig,1)}x]", fontsize = 12, transform=fig.transFigure) + + extt = ax1.set_title(title) + if histo_data is None: + ax_datamc.set_ylabel('Data hidden') + ax1.set_xlabel(None) + ax2.set_xlabel(None) + extb = ax3.set_xlabel(None) + # Plot a dummy hist on ax4 to get the label to show up + histo_mc.plot1d(alpha=0, ax=ax4) + + extl = ax2.set_ylabel('Shapes') + ax3.set_ylabel('Significance') + ax4.set_ylabel('Signal kept (%)') + ax1.tick_params(axis='y', labelsize=16) + ax2.tick_params(axis='x', labelsize=16) + ax3.axhline(0.0,linestyle="-",color="k",linewidth=0.5) + ax4.axhline(0.0,linestyle="-",color="k",linewidth=0.5) + + shapes_ymax = max( max(sum(histo_mc_sig_norm.values(flow=True))) , max(sum(histo_mc_bkg_norm.values(flow=True))) ) + significance_max = max(max(metric_cum),max(metric_cum_ud)) + significance_min = 0-0.1*significance_max + ax1.autoscale(axis='y') + ax2.set_ylim(0.0,1.5*shapes_ymax) + ax3.set_ylim(significance_min,2.5*significance_max) + ax4.set_ylim(-0.1,1.2) + #ax1.set_yscale('log') + + if axisrangex is not None: + ax1.set_xlim(axisrangex[0],axisrangex[1]) + ax2.set_xlim(axisrangex[0],axisrangex[1]) + + if csv_file is not None: + row = [var, np.round(right_max_y, 3), np.round(right_max_x, 2), np.round(left_max_y, 3), np.round(left_max_x, 2)] + with open(csv_file, mode='a', newline='') as file: + writer = csv.writer(file) + writer.writerow(row) + + return fig,(extt,extr,extb,extl),varinfo + + + + +############################################################## +### Wrapper functions for each of the main functionalities ### + +### Dumps the yields and counts for a couple categories into a json ### +# The output of this is used for the CI check +def dump_json_simple(histo_dict,out_name="vvh_yields_simple"): + out_dict = {} + hist_to_use = "nGoodAK4" + cats_to_check = ["all_events","exactly1lep_exactly1fj","exactly1lep_exactly1fj_STmet1000","exactly1lep_exactly1fj_STmet1000_msd170"] + for proc_name in histo_dict[hist_to_use].axes["process"]: + out_dict[proc_name] = {} + for cat_name in cats_to_check: + yld = sum(sum(histo_dict[hist_to_use][{"systematic":"nominal", "category":cat_name}].values(flow=True))) + out_dict[proc_name][cat_name] = [yld,None] + + # Dump counts dict to json + output_name = f"{out_name}.json" + with open(output_name,"w") as out_file: json.dump(out_dict, out_file, indent=4) + print(f"\nSaved json file: {output_name}\n") + + +### Get the sig and bkg yields and print or dump to json ### +def print_yields(histo_dict,sig_coupling='nominal',roundat=None,print_counts=False,dump_to_json=True,quiet=False,out_name="yields"): + + # Get ahold of the yields + yld_dict = get_yields_per_cat(histo_dict,"nGoodAK4",sig_coupling=sig_coupling) + #counts_dict = get_yields_per_cat(histo_dict,"nAK4_counts") + + #group_lst_order = ['Signal', 'Background', 'ttbar', 'VV', 'Vjets', 'QCD', 'single-t', 'ttX', 'VH', 'VVV'] + group_lst_order = list(GRP_DICT_FULL.keys()) + ['Background'] + + # Print to screen + if not quiet: + + ### Print readably ### + print("\n--- Yields ---") + for cat in yld_dict: + print(f"\n{cat}") + for group_name in group_lst_order: + if group_name == "metric": continue + yld, err = yld_dict[cat][group_name] + perr = 100*(err/yld) + print(f" {group_name}: {np.round(yld,roundat)} +- {np.round(perr,2)}%") + print(f" -> Metric: {np.round(yld_dict[cat]['metric'][0],3)}") + + + ### Print csv, build op as an out string ### + + # Append the header + out_str = "" + header = "cat name" + for proc_name in group_lst_order: + header = header + f", {proc_name}_val , pm , {proc_name}_pm" + header = header + ", metric" + out_str = out_str + header + + # Appead a line for each category, with yields and metric + for cat in yld_dict: + line_str = cat + for group_name in yld_dict[cat]: + if group_name == "metric": continue + if group_name == "punzi": continue + if group_name == "punzi_p1": continue + yld, err = yld_dict[cat][group_name] + perr = 100*(err/yld) + line_str = line_str + f" , {np.round(yld,roundat)} , ± , {np.round(perr,2)}%" + # And also append the metric + metric = yld_dict[cat]["metric"][0] + line_str = line_str + f" , {np.round(metric,3)}" + # Append the string for this line to the out string + out_str = out_str + f"\n{line_str}" + + # Print the out string to the screen + print("\n\n--- Yields CSV formatted ---\n") + print(out_str) + + + # Dump directly to json + if dump_to_json: + #out_dict = {"yields":yld_dict, "counts":counts_dict} + out_dict = {"yields": yld_dict} + output_name = f"{out_name}.json" # e.g., 'results/my_output.json' + + # Ensure the parent directory exists + output_dir = os.path.dirname(output_name) + if output_dir and not os.path.exists(output_dir): + os.makedirs(output_dir) + + # Now write the file + with open(output_name, "w") as out_file: + json.dump(out_dict, out_file, indent=4) + if not quiet: + print("\n\n--- Yields json formatted ---") + print(f"\nSaved json file: {output_name}\n") + + + + +### Make the plots ### +def make_plots(histo_dict,output_name,sig_coupling): + + grouping_dict = GRP_DICT_FULL + + cat_lst = CAT_LST + var_lst = histo_dict.keys() + + # Save dir + save_dir_path = f"{output_name}/" + if not os.path.exists(f"{output_name}/"): os.makedirs(f"{output_name}/", exist_ok=True) + + csv_file = f'{save_dir_path}/var_summary.csv' + with open(csv_file, mode='w', newline='') as file: + writer = csv.writer(file) + writer.writerow(['var', 'right_max', 'right_max_bin', 'left_max', 'left_max_bin', 'right_max_p1', 'right_max_bin_p1', 'left_max_p1', 'left_max_bin_p1','right_max_1p0', 'right_max_bin_1p0', 'left_max_1p0', 'left_max_bin_1p0']) + + var_info = {} + for cat in cat_lst: + print("\nCat:",cat) + for var in var_lst: + #if var not in ["njets","njets_counts","scalarptsum_lepmet"]: continue # TMP + + #histo = copy.deepcopy(histo_dict[var][{"systematic":"nominal", "category":cat}]) + histo = copy.deepcopy(histo_dict[var][{"category":cat}]) #keep systematic before group as bkg and sig may use different ones + + #can't sum directly over year + histo = plt_tools.group(histo,"year", "temp_year", {"all_year":['2016preVFP','2016postVFP','2017','2018']}) + histo = histo[{"temp_year":"all_year"}] + #histo = histo.sum("year") + + # Clean up a bit (rebin, regroup, and handle overflow) + + # if var not in ["njets","nleps","nbtagsl","nbtagsm","njets_counts","nleps_counts","nfatjets","njets_forward","njets_tot"]: + # histo = plt_tools.rebin(histo,6) + if has_data: + histo = plt_tools.group(histo,"process","process_grp",grouping_dict) + else: + histo = plt_tools.group(histo,"process","process_grp",grouping_dict) + + + # Get one hist of just sig and one of just bkg + grp_names_bkg_lst = list(grouping_dict.keys()) # All names, still need to drop signal + + #print(grp_names_bkg_lst) + grp_names_bkg_lst.remove("Signal") + if has_data: + grp_names_bkg_lst.remove("Data") + + histo_sig = histo[{"process_grp":["Signal"], "systematic":sig_coupling}] #specify coupling for signal + #histo = histo[{"systematic":"nominal"}] #poor naming, nominal for bkg is really just weight + + histo_sig_separated = { + 'sig_qqNuNu': histo[{"process_grp":["Signal"], "systematic":'c2v_1p5_qqNuNu'}], + 'sig_qqlNu': histo[{"process_grp":["Signal"], "systematic":'c2v_1p5_qqlNu'}], + } + + + histo_bkg = plt_tools.group(histo[{"systematic":"nominal"}],"process_grp","process_grp",{"Background":grp_names_bkg_lst}) + if has_data and not blinded: + histo_data = histo[{"process_grp":["Data"], "systematic":"nominal"}] + else: + histo_data = None + #print("grp_names_bkg_lst",grp_names_bkg_lst) + #print("histo key", histo) + + available_groups = list(histo.axes["process_grp"]) + + + # Filter only those group names that exist in both the list and the histo + valid_bkg_groups = [grp for grp in grp_names_bkg_lst if grp in available_groups] + # Now safely subset + + + histo = plt_tools.merge_overflow(histo) + hist_bkg_test = histo[{"systematic":"nominal","process_grp": valid_bkg_groups}] + #same binning for plotting + if rebin: + histo_bkg,rebin_factor = plt_tools.rebin_to_nonnegative(histo_bkg,"process_grp") + if rebin_factor >1: + hist_bkg_test = plt_tools.rebin(hist_bkg_test,rebin_factor) + histo_sig = plt_tools.rebin(histo_sig,rebin_factor) + if has_data: + histo_data = plt_tools.rebin(histo_data,rebin_factor) + + # Make the figure + title = f"{cat}__{var}" + fig,ext_tup,var_info[cat,var] = make_vvh_fig( + #histo_mc = histo, + histo_mc = hist_bkg_test, #debug: added this to input hist list only in bkg + histo_mc_sig = histo_sig, + histo_mc_bkg = histo_bkg, + title=title, + csv_file = csv_file if cat == list(cat_lst)[-1] else None, + var = var, + sig_coupling = sig_coupling, #passing coupling to write on plot + histo_data = histo_data, + histo_sig_separated=histo_sig_separated, + ) + save_dir_path_cat = os.path.join(save_dir_path,cat) + if not os.path.exists(save_dir_path_cat): os.mkdir(save_dir_path_cat) + fig.savefig(os.path.join(save_dir_path_cat,title+".png"),bbox_extra_artists=ext_tup,bbox_inches='tight') + + sqrtb=[['var','max','cut','s','b']] + splusb=[['var','max','cut','s','b']] + for cat in [list(cat_lst)[-1]]: + #print("\nCat:",cat) + for var in var_lst: + sqrtb.append([var]+var_info[cat,var]['s_sqrt_b'][1:]) + #splusb.append([var]+var_info[cat,var]['s_sqrt_splusb'][1:]) + save_array_to_csv(sqrtb,os.path.join(save_dir_path_cat,"sqrtb.csv")) + #save_array_to_csv(splusb,os.path.join(save_dir_path_cat,"splusb.csv")) + +def read_histo_dict(file_path='./', prefix_lst=None, cat_lst=None): + """ + Reads multiple category histo_dict files and merges into a single dict + with the same structure as the original combined histo_dict. + + Expected filenames: / + """ + suffix='.pkl.gz' #probably always have this file ext + + if prefix_lst is None: + raise ValueError("prefix_list must be provided to know which files to load") + if cat_lst is None: + raise ValueError("cat_lst must be provided to know which files to load") + + merged_histo_dict = {} + + for cat in cat_lst: + if cat == 'all_events':continue + prefix = prefix_lst[cat] + file_name = os.path.join(file_path, f"{prefix}_lastcut{suffix}") + print(f"debug {cat}: {file_name}") + if not os.path.isfile(file_name): + print(f"Warning: File not found for category '{cat}': {file_name}") + continue + + # Load individual category histo dict + cat_histo_dict = pickle.load(gzip.open(file_name, "rb")) + print(f"cat:{cat},file {file_name}") + # Merge into the main histo_dict + for var, histo in cat_histo_dict.items(): + if var not in merged_histo_dict: + print(f"var {var}") + print(histo) + merged_histo_dict[var] = histo.copy() + else: + merged_histo_dict[var] = histo.copy() + #merged_histo_dict[var][{"category": cat}] = histo.copy() + + return merged_histo_dict + +##################################### Main ##################################### + + +def main(): + + # Set up the command line parser + parser = argparse.ArgumentParser() + parser.add_argument("--pkl_file_path","-f",default=None, help = "The path to the pkl file or dir if separated") + parser.add_argument('-y', "--get-yields", action='store_true', help = "Get yields from the pkl file") + parser.add_argument('-p', "--make-plots", action='store_true', help = "Make plots from the pkl file") + parser.add_argument('-j', "--dump-json", action='store_true', help = "Dump some yield numbers into a json file") + parser.add_argument('-o', "--output-name", default=None, help = "What to name the output dir") + parser.add_argument('-c', "--cutflow", default=None, help = "cutflow to use") + parser.add_argument('-s', "--sig_coupling", default="nominal", help = "sig_coupling (systematic axis)") + parser.add_argument('-x','--separate',action='store_true',default=False,help="if pkl files are separated per cut") + parser.add_argument('--project',default=None,help='add if needed') + parser.add_argument('--cfyaml',default=None,help='add if need to specify a file') + parser.add_argument('--histo',default=None,help='none, minus (n_minus_1), one_only, etc.') + parser.add_argument('--unblind',action='store_true',default=False,help='show data') + parser.add_argument('--binning',default=None,help='use rebin setting file') + + args = parser.parse_args() + if args.unblind: + global blinded + blinded = False + if args.binning is not None: + global rebin_dict + rebin_dict = {} + print('use rebin file setting to rebin hists') + try: + with open(args.binning) as f: + reader = csv.reader(f) + for i in reader: + rebin_dict[i[0]]=i[1] + except: + print('cannot read rebin csv file') + sys.exit(1) + else: + rebin_dict=None + + + cutflow_dict = get_cutflow(f'{cutflow_yamls_dir}/{args.project}.yaml') + print(f"read cutflow from project: {args.project}.yaml") + ''' + try: + except: + try: + cutflow_dict = get_cutflow(args.cfyaml) + print(f"read cutflow from {args.cfyaml}") + except: + cutflow_dict = get_cutflow(default_cutflow_yaml) + print(f"read from all.yaml") + ''' + if args.cutflow is not None: + global CAT_LST + #print(cutflow_dict.keys()) + CAT_LST = cutflow_dict[args.cutflow].keys() + + sig_coupling = args.sig_coupling + + #possible pkl file name + if args.histo is None: + try_file_name = f'{args.cutflow}_hists.pkl.gz' + plots_name = 'plots' + elif args.histo == 'minus' or args.histo == 'm' or args.histo == 'n_minus_1': + try_file_name = f'{args.cutflow}_hists_m.pkl.gz' + plots_name = 'n_minus_1' + elif args.histo == 'last' or args.histo == 'l' or args.histo == 'last_cut': + try_file_name = f'{args.cutflow}_lastcut.pkl.gz' + plots_name = 'lastcut' + plots_name = f"{plots_name}_{sig_coupling}" + + # Get the dictionary of histograms from the input pkl file + if args.separate: + print("skip") #skip until I make something up + #this assume there is a sequence of cutflow in the same project.yaml with +1 cut after the previous cutflow + '''project_dir = f'/home/users/pyli/vvhjj_coffea/analysis/vbsvvh/outputs/{args.project}/histos/' + + file_name_lst = {} + cat_temp = list(CAT_LST) + for cat in cat_temp[1:]: # skip the first since it has no prefix before it + prefix = cat_temp[:cat_temp.index(cat) + 1] # e.g. up to current cat + for target, steps in cutflow_dict.items(): + if list(steps.keys()) == prefix: + file_name_lst[cat] = target + break # stop at first match (remove if multiple matches possible) + + histo_dict = read_histo_dict(project_dir,file_name_lst,CAT_LST) + try: + histo_dict = read_histo_dict(project_dir,file_name_lst,CAT_LST) + except: + print(f'try using pkl file path {args.pkl_file_path}') + try: + histo_dict = read_histo_dict(args.pkl_file_path,file_name_lst,CAT_LST) + except: + print(f"cannot get histo: project{project_dir}, pkl_path{args.pkl_file_path}, cutflow: {args.cutflow}") + print("cut list:",CAT_LST) + print("file name used: ",file_name_lst) + sys.exit(1)''' + else: + try: + histo_dict = pickle.load(gzip.open(args.pkl_file_path)) + except: + try: + file_path = f'{default_output_dir}/{args.project}/histos/{try_file_name}' + histo_dict = pickle.load(gzip.open(file_path)) + print("reading file",file_path) + except: + print(f"cannot get file by {args.pkl_file_path} nor {default_output_dir}/{args.project}/histos/{try_file_name}") + sys.exit(1) + + #print(histo_dict) + #return coffea.processor.accumulator.dict_accumulator (accumulated hists from processor)) + + # Print total raw events + #tot_raw = sum(sum(histo_dict["njets_counts"][{"systematic":"nominal", "category":"all_events"}].values(flow=True))) + #print("Tot raw events:",tot_raw) + if args.output_name is None: + output_dir = f'{default_output_dir}/{args.project}/{args.cutflow}/{plots_name}/' + else: + #output_dir = args.output_name + output_dir = f'{default_output_dir}/{args.project}/{args.cutflow}/{args.output_name}/' + + + # Which main functionalities to run + print(f"Setting: cutflow-{list(CAT_LST)} weight-{sig_coupling}") + if args.dump_json: + dump_json_simple(histo_dict,output_dir) + if args.get_yields: + print_yields(histo_dict,sig_coupling=sig_coupling,out_name=output_dir+"/"+sig_coupling,roundat=4,print_counts=False,dump_to_json=True) + if args.make_plots: + make_plots(histo_dict,output_dir,sig_coupling) + print(f"Saved all plots in {output_dir}") + + +if __name__ =="__main__": + main() \ No newline at end of file diff --git a/analysis/vbs_vvh/run_analysis.py b/analysis/vbs_vvh/run_analysis.py index 29c1b467..36de412d 100644 --- a/analysis/vbs_vvh/run_analysis.py +++ b/analysis/vbs_vvh/run_analysis.py @@ -9,11 +9,16 @@ import socket from coffea import processor from coffea.nanoevents import NanoAODSchema +from coffea.nanoevents.schemas import BaseSchema + NanoAODSchema.warn_missing_crossrefs = False import topcoffea.modules.remote_environment as remote_environment LST_OF_KNOWN_EXECUTORS = ["futures","work_queue","iterative"] -LST_OF_KNOWN_PROCESSORS = ["semilep","semilep_nano","simple_gen"] +LST_OF_KNOWN_PROCESSORS = ["semilep","semilep_nano","simple_gen",'2FJMET'] + +import warnings +warnings.filterwarnings("ignore", message=".*as it is not interpretable by Uproot.*") if __name__ == '__main__': @@ -39,6 +44,11 @@ parser.add_argument('--processor', '-p', default='semilep', help = 'Which processor to execute', choices=LST_OF_KNOWN_PROCESSORS) parser.add_argument('--rwgt-to-sm', action='store_true', help = '') + # make output easier + parser.add_argument('--project', default=None, help = 'useful when building cutflow') + parser.add_argument('--cutflow', default=None, help = "Specify which cutflow to use") + parser.add_argument('--minus', action='store_true', help = "Use this to plot n-1 plots instead of cutflow") + args = parser.parse_args() jsonFiles = args.jsonFiles @@ -58,13 +68,23 @@ rwgt_to_sm = args.rwgt_to_sm wc_lst = args.wc_list if args.wc_list is not None else [] + project = args.project + cutflow_name = args.cutflow + n_minus_1 = args.minus + # Import the proper processor, based on option specified if args.processor == "semilep": import analysis_processor_semilep as analysis_processor + defaultSchema = NanoAODSchema elif args.processor == "semilep_nano": import analysis_processor_semilep_fromnano as analysis_processor + defaultSchema = NanoAODSchema elif args.processor == "simple_gen": import analysis_processor_gen_fromnano as analysis_processor + defaultSchema = NanoAODSchema + elif args. processor == "2FJMET": + import analysis_processor_2FJMET_fromNano as analysis_processor + defaultSchema = BaseSchema # Check that if on UF login node, we're using WQ hostname = socket.gethostname() @@ -202,7 +222,15 @@ def LoadJsonToSampleName(jsonFile, prefix): else: print('No Wilson coefficients specified') - processor_instance = analysis_processor.AnalysisProcessor(samplesdict,wc_lst,hist_lst,do_systs,skip_obj_systs,skip_sr,skip_cr,siphon_bdt_data=siphon,rwgt_to_sm=rwgt_to_sm) + if args.processor == "2FJMET": + + processor_instance = analysis_processor.AnalysisProcessor(samplesdict,wc_lst,n_minus_1,project,cutflow_name) + print('debug') + print("ProcessorABC from analysis_processor:", analysis_processor.processor.ProcessorABC) + print("ProcessorABC from coffea.processor:", processor.ProcessorABC) + print("Same object?", analysis_processor.processor.ProcessorABC is processor.ProcessorABC) + else: + processor_instance = analysis_processor.AnalysisProcessor(samplesdict,wc_lst,hist_lst,do_systs,skip_obj_systs,skip_sr,skip_cr,siphon_bdt_data=siphon,rwgt_to_sm=rwgt_to_sm) if executor == "work_queue": executor_args = { @@ -282,18 +310,27 @@ def LoadJsonToSampleName(jsonFile, prefix): # Run the processor and get the output tstart = time.time() - if executor == "futures": exec_instance = processor.FuturesExecutor(workers=nworkers, merging=(1, 30, 10000)) - runner = processor.Runner(exec_instance, schema=NanoAODSchema, chunksize=chunksize, maxchunks=nchunks) + print(exec_instance) + runner = processor.Runner( + executor=exec_instance, + schema=defaultSchema, + chunksize=chunksize, + maxchunks=nchunks + ) elif executor == "iterative": exec_instance = processor.IterativeExecutor() - runner = processor.Runner(exec_instance, schema=NanoAODSchema, chunksize=chunksize, maxchunks=nchunks) + runner = processor.Runner(exec_instance, schema=defaultSchema, chunksize=chunksize, maxchunks=nchunks) elif executor == "work_queue": executor = processor.WorkQueueExecutor(**executor_args) - runner = processor.Runner(executor, schema=NanoAODSchema, chunksize=chunksize, maxchunks=nchunks, skipbadfiles=False, xrootdtimeout=180) + runner = processor.Runner(executor, schema=defaultSchema, chunksize=chunksize, maxchunks=nchunks, skipbadfiles=False, xrootdtimeout=180) - output = runner(flist, treename, processor_instance) + output = runner( + fileset=flist, + treename=treename, + processor_instance=processor_instance + ) dt = time.time() - tstart @@ -307,6 +344,25 @@ def LoadJsonToSampleName(jsonFile, prefix): if executor == "futures": print("Processing time: %1.2f s with %i workers (%.2f s cpu overall)" % (dt, nworkers, dt*nworkers, )) + #add project and cutflow to name + if project is not None: #add a subdir + outpath = outpath+f'/{project}/histos/' + else: + outpath = outpath+'/histos/' + + if args.cutflow is not None: + outname = f'{args.cutflow}_{outname}' + elif args.project is not None: + outname = f'{args.project}_{outname}' + else: + outname = outname+'hists' + + if n_minus_1: + # Save the output + if not os.path.isdir(outpath): os.system("mkdir -p %s"%outpath) + out_pkl_file = os.path.join(outpath,outname+"_m.pkl.gz") + + # Save the output if not os.path.isdir(outpath): os.system("mkdir -p %s"%outpath) out_pkl_file = os.path.join(outpath,outname+".pkl.gz") diff --git a/analysis/vbs_vvh/utils/generate_sample_names.py b/analysis/vbs_vvh/utils/generate_sample_names.py new file mode 100644 index 00000000..786f0cd1 --- /dev/null +++ b/analysis/vbs_vvh/utils/generate_sample_names.py @@ -0,0 +1,79 @@ +import csv + +sample_categories = ['sig', 'bkg', 'data'] + +sample_types = { + 'sig': ['WWH_OS', 'WWH_SS', 'WZH', 'ZZH'], + 'bkg': ["ttbar", "ttx", "ST", "WJets", "ZJets", "EWK", "QCD", "Other"], + 'data': ['data'] +} + +#choose buckets according to sample_types +sample_names = { + 'WWH_OS': ["VBSWWH_OS_VBSCuts"], + 'WWH_SS': ["VBSWWH_SS_VBSCuts"], + 'WZH': ["VBSWZH_VBSCuts"], + 'ZZH': ["VBSZZH_VBSCuts"], + "DY": ["DY"], + "Other": ["Other"], + "ttx": ["ttx"], + "WJets": ["WJets"], + "ZJets": ["ZJets"], + 'QCD': ["QCD_HT50to100", "QCD_HT100to200", "QCD_HT200to300", "QCD_HT300to500", "QCD_HT500to700", "QCD_HT700to1000", "QCD_HT1000to1500", "QCD_HT1500to2000", "QCD_HT2000toInf", "QCD"], + 'ttbar_had': ["TTToHadronic"], + 'ttbar_SL': ["TTToSemiLeptonic"], + 'ttbar': ["TTToHadronic", "TTToSemiLeptonic", "ttbar"], + 'ST': ["ST_t-channel_antitop_4f_InclusiveDecays", "ST_t-channel_top_4f_InclusiveDecays", "ST_tW_antitop_5f_inclusiveDecays", "ST_tW_top_5f_inclusiveDecays", "ST"], + 'WJet': ["WJetsToQQ_HT-200to400", "WJetsToQQ_HT-400to600", "WJetsToQQ_HT-600to800", "WJetsToQQ_HT-800toInf", "WJets"], + 'ZJet': ["ZJetsToQQ_HT-200to400", "ZJetsToQQ_HT-400to600", "ZJetsToQQ_HT-600to800", "ZJetsToQQ_HT-800toInf", "ZJets"], + 'EWKV': ["EWKWminus2Jets_WToQQ_dipoleRecoilOn", "EWKWplus2Jets_WToQQ_dipoleRecoilOn", "EWKZ2Jets_ZToLL_M-50", "EWKZ2Jets_ZToNuNu_M-50", "EWKZ2Jets_ZToQQ_dipoleRecoilOn"], + "EWK": ["EWK"], + 'ttX': ["TTWW", "TTWZ", "TTWJetsToQQ", "ttHToNonbb_M125", "ttHTobb_M125", "TTbb_4f_TTToHadronic"], + 'bosons': ["VHToNonbb_M125", "WWTo1L1Nu2Q_4f", "WWTo4Q_4f", "WWW_4F", "WWZ_4F", "WZJJ_EWK_InclusivePolarization", "WZTo1L1Nu2Q_4f", "WZTo2Q2L_mllmin4p0", "WZZ", "WminusH_HToBB_WToLNu_M-125", "WplusH_HToBB_WToLNu_M-125", "ZH_HToBB_ZToQQ_M-125", "ZZTo2Nu2Q_5f", "ZZTo2Q2L_mllmin4p0", "ZZTo4Q_5f", "ZZZ"], + "data": ['MET'], +} + +sample_colour_mpl = { + "data": "blue", + "sig": "red", + "WWH_OS": "crimson", + "WWH_SS": "lightcoral", + "WZH": "orangered", + "ZZH": "tomato", + "bkg_total": "dimgray", + "DY": "palegreen", + "ttbar": "mediumturquoise", + "ttbar_had": "powderblue", + "ttbar_SL": "deepskyblue", + "ttx": "cadetblue", + "ttX": "cadetblue", + "ST": "lightsteelblue", + "WJets": "darkorange", + "WJet": "darkorange", + "ZJets": "lightyellow", + "ZJet": "lightyellow", + "EWKV": "skyblue", + "EWK": "skyblue", + "QCD": "lightcyan", + "bosons": "sandybrown", + "Other": "orchid", +} + +# Assign and store rows +rows = [] + +for cat_index, sample_cat in enumerate(sample_categories): + type_list = sample_types[sample_cat] + for type_index, sample_type in enumerate(type_list): + name_list = sample_names.get(sample_type, []) + for name_index, sample_name in enumerate(name_list): + sample_code = f"{cat_index}{type_index}{name_index}" + plotting_colour = sample_colour_mpl.get(sample_type, "black") # fallback to black if missing + rows.append([sample_cat, sample_type, sample_name, sample_code, plotting_colour]) + +# Write to CSV +with open('sample_names.csv', mode='w', newline='') as f: + writer = csv.writer(f) + writer.writerow(['sample_category', 'sample_type', 'sample_name', 'sample_code', 'plotting_colour']) + for row in rows: + writer.writerow(row) \ No newline at end of file diff --git a/analysis/vbs_vvh/utils/plotting_tools.py b/analysis/vbs_vvh/utils/plotting_tools.py new file mode 100644 index 00000000..3e7f378e --- /dev/null +++ b/analysis/vbs_vvh/utils/plotting_tools.py @@ -0,0 +1,92 @@ +import copy +import hist +import numpy as np + +# Get the list of categories on the sparese axis +def get_axis_cats(histo,axis_name): + process_list = [x for x in histo.axes[axis_name]] + return process_list + + +# Rebin according to https://github.com/CoffeaTeam/coffea/discussions/705 +def rebin(histo,factor): + return histo[..., ::hist.rebin(factor)] + +def rebin_to_nonnegative(histo, category_axis_to_sum): + """ + Rebins a 1D hist.Hist such that all bins are non-negative in the summed total histogram. + - Assumes histo is already sliced to a single dense axis (process: bkg, or process:sig) + - Sums over the provided categorical axis (e.g., "process") before determining the rebin factor. + + Returns: rebinned hist. (or original histo if total sum <0, which is to be avoided during cutflow optimization) + """ + # Sum over category axis + total = histo[{category_axis_to_sum: sum}] + + values, edges = total.to_numpy() + + if np.sum(values) < 0: + print("[rebin_to_nonnegative] Total histogram sum < 0, cannot fix negatives by rebinning.") + return histo,1 + + n_bins = len(values) + factor = 1 + + for fac in range(1, n_bins + 1): #leave it untouch s no negative bins from the start + if n_bins % fac != 0: + continue + rebinned_vals = values.reshape(-1, fac).sum(axis=1) + if np.all(rebinned_vals >= 0): + factor = fac + break + + if factor >1: + print(f"[rebin_to_nonnegative] Rebinning axis with factor {factor} to eliminate negatives.") + + return histo[..., ::hist.rebin(factor)],factor + +# Scale the hist, see https://github.com/CoffeaTeam/coffea/discussions/705 +# Seems to modify in place +def scale(histo,axis_name,scale_dict): + for i, name in enumerate(histo.axes[axis_name]): + histo.view(flow=True)[i] *= scale_dict.get(name,1) + return histo + + +# Regroup categories (e.g. processes) +def group(h, oldname, newname, grouping): + + # Build up a grouping dict that drops any proc that is not in our h + grouping_slim = {} + proc_lst = get_axis_cats(h,oldname) + for grouping_name in grouping.keys(): + for proc in grouping[grouping_name]: + if proc in proc_lst: + if grouping_name not in grouping_slim: + grouping_slim[grouping_name] = [] + grouping_slim[grouping_name].append(proc) + #else: + # print(f"WARNING: process {proc} not in this hist") + + # From Nick: https://github.com/CoffeaTeam/coffea/discussions/705#discussioncomment-4604211 + hnew = hist.Hist( + hist.axis.StrCategory(grouping_slim, name=newname), + *(ax for ax in h.axes if ax.name != oldname), + storage=h.storage_type(), + ) + for i, indices in enumerate(grouping_slim.values()): + hnew.view(flow=True)[i] = h[{oldname: indices}][{oldname: sum}].view(flow=True) + + return hnew + + +# Merges the last bin (overflow) into the second to last bin, zeros the content of the last bin, returns a new hist +# Note assumes just one axis! +def merge_overflow(hin): + hout = copy.deepcopy(hin) + for cat_idx,arr in enumerate(hout.values(flow=True)): + hout.values(flow=True)[cat_idx][-2] += hout.values(flow=True)[cat_idx][-1] + hout.values(flow=True)[cat_idx][-1] = 0 + hout.variances(flow=True)[cat_idx][-2] += hout.variances(flow=True)[cat_idx][-1] + hout.variances(flow=True)[cat_idx][-1] = 0 + return hout diff --git a/analysis/vbs_vvh/utils/tools.py b/analysis/vbs_vvh/utils/tools.py new file mode 100644 index 00000000..86786b89 --- /dev/null +++ b/analysis/vbs_vvh/utils/tools.py @@ -0,0 +1,12 @@ +import csv + +def save_array_to_csv(arr, file_name): + import csv + """ + Save a 2D array to a CSV file. + Assumes arr[0] is the header row, arr[1:] are data rows. + """ + with open(file_name, mode='w', newline='') as f: + writer = csv.writer(f) + for row in arr: + writer.writerow(row) \ No newline at end of file diff --git a/analysis/vbs_vvh/utils/var_handling.py b/analysis/vbs_vvh/utils/var_handling.py new file mode 100644 index 00000000..10c36f1c --- /dev/null +++ b/analysis/vbs_vvh/utils/var_handling.py @@ -0,0 +1,3 @@ +#read varlist.csv and returns various dict, etc. + +def dense_axes_dict \ No newline at end of file From 53ebb6396e49af581e46daa3e2708fc847848dcc Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Sun, 23 Nov 2025 16:03:47 -0800 Subject: [PATCH 2/7] removed unnecessary files --- .../config/variables/cutflow_config.py | 391 ------------------ .../vbs_vvh/config/variables/rebin_scheme.csv | 9 - analysis/vbs_vvh/make_plots.py | 2 +- analysis/vbs_vvh/utils/plotting_tools.py | 92 ----- analysis/vbs_vvh/utils/var_handling.py | 3 - 5 files changed, 1 insertion(+), 496 deletions(-) delete mode 100644 analysis/vbs_vvh/config/variables/cutflow_config.py delete mode 100644 analysis/vbs_vvh/config/variables/rebin_scheme.csv delete mode 100644 analysis/vbs_vvh/utils/plotting_tools.py delete mode 100644 analysis/vbs_vvh/utils/var_handling.py diff --git a/analysis/vbs_vvh/config/variables/cutflow_config.py b/analysis/vbs_vvh/config/variables/cutflow_config.py deleted file mode 100644 index fcce0915..00000000 --- a/analysis/vbs_vvh/config/variables/cutflow_config.py +++ /dev/null @@ -1,391 +0,0 @@ -import awkward as ak - -cutflow_dict = { - "MET_objsel": { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "MET_pt": lambda events, var, obj: events.Met_pt > 100, - "MET_significance": lambda events, var, obj: events.Met_significance > 20, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, - "loose_V1": lambda events, var, obj: events.V1Score > 0.1, - "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - }, - "MET_loose": { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, - "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - "MET_pt": lambda events, var, obj: events.Met_pt > 100, - "MET_significance": lambda events, var, obj: events.Met_significance > 100, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, - "loose_V1": lambda events, var, obj: events.V1Score > 0.1, - }, - "MET_chan1" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, - "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - "MET_pt": lambda events, var, obj: events.Met_pt > 100, - "MET_significance": lambda events, var, obj: events.Met_significance > 100, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, - "loose_V1": lambda events, var, obj: events.V1Score > 0.1, - "medium_H": lambda events, var, obj: events.HiggsScore > 0.5, - "medium_V1": lambda events, var, obj: events.V1Score > 0.5, - }, - "MET_chan2" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, - "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - "MET_pt": lambda events, var, obj: events.Met_pt > 500, - "MET_significance": lambda events, var, obj: events.Met_significance > 100, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - 'vbsj_deta_3':lambda events, var, obj: (var["vbsj_deta"]>3), - "vbsj_Mjj_1000":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 50) & (events.V1_msoftdrop<200)), - "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 50) & (events.Higgs_msoftdrop<200)), - }, - - "negative_check" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "has2GoodFJ": lambda events, var, obj: events.nGoodAK8 >= 2, - "has_vbs": lambda events, var, obj: ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - "MET_pt": lambda events, var, obj: events.Met_pt > 500, - "MET_significance": lambda events, var, obj: events.Met_significance > 100, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - 'vbsj_deta_3':lambda events, var, obj: (var["vbsj_deta"]>3), - "vbsj_Mjj_1000":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 50) & (events.V1_msoftdrop<200)), - "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 50) & (events.Higgs_msoftdrop<200)), - "negative_weight":lambda events, var, obj: (events.weight<0), - }, - - "MET_med" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "MET_pt": lambda events, var, obj: events.Met_pt > 100, - "MET_significance": lambda events, var, obj: events.Met_significance > 20, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, - "loose_V1": lambda events, var, obj: events.V1Score > 0.1, - - "MET_pt_2": lambda events, var, obj: events.Met_pt > 600, - "MET_significance_2": lambda events, var, obj: events.Met_significance > 60, - - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - - "H_pt": lambda events, var, obj: events.Higgs_pt > 200, - "V1_pt": lambda events, var, obj: events.V1_pt > 200, - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 75)), - "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 85)), - }, - - "MET_max" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "MET_pt": lambda events, var, obj: events.Met_pt > 100, - "MET_significance": lambda events, var, obj: events.Met_significance > 20, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, - "loose_V1": lambda events, var, obj: events.V1Score > 0.1, - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 1000, - "MET_significance_tight": lambda events, var, obj: events.Met_significance > 60, - "H_pt": lambda events, var, obj: events.Higgs_pt > 600, - "V1_pt": lambda events, var, obj: events.V1_pt > 600, - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - - "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 75)), - "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 85)), - }, - "MET_temp" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "Met_trigger": lambda events, var, obj: events.Pass_MetTriggers == 1, - "MET_pt": lambda events, var, obj: events.Met_pt > 100, - "MET_significance": lambda events, var, obj: events.Met_significance > 20, - "ak4_bveto": lambda events, var, obj: events.Pass_NoAK4BJet == 1, - "loose_H": lambda events, var, obj: events.HiggsScore > 0.1, - "loose_V1": lambda events, var, obj: events.V1Score > 0.1, - - "MET_pt_2": lambda events, var, obj: events.Met_pt > 600, - "MET_significance_2": lambda events, var, obj: events.Met_significance > 60, - - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - - "H_pt": lambda events, var, obj: events.Higgs_pt > 200, - "V1_pt": lambda events, var, obj: events.V1_pt > 200, - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_m":lambda events, var, obj: ((events.V1_msoftdrop > 75)), - "H_m":lambda events, var, obj: ((events.Higgs_msoftdrop > 85)), - - #template - "max_deta_cut":lambda events, var, obj: var["vbsj_deta"] > 8, - "HV_dR": lambda events, var, obj: var["HV1_dR"] > 8, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 8, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 8, - - "MET_leadAK8_dphi":lambda events, var, obj: var["vbsj_deta"] > 8, - }, - - - "MET_opti" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - }, - - "MET_opti2" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - }, - - "MET_opti3" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - }, - - "MET_opti4" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_opti5" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_opti5a" : { #because removing tight H increases metric - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - }, - "MET_opti6" : { #make more sense to use H but Mjj is better - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_opti6a" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - }, - "MET_opti7" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_opti_f" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 700, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_opti_met300" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_opti_met300_2" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.35, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.35, - - "vbsj_Mjj":lambda events, var, obj: (var["vbsj_Mjj"]>1000), - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "sumHT": lambda events, var, obj: var["sum_bosonHT"] > 1350, - }, - "MET_met300_1" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - }, - "MET_met300_2" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - }, - "MET_met300_3" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - }, - "MET_met300_4" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_met300_5a" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - }, - "MET_met300_5b" : { - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, - - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - }, - "MET_met300_6" : { #from 5b - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - "max_deta_cut":lambda events, var, obj: var["max_deta"] > 6, - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, - - "tight_H": lambda events, var, obj: events.HiggsScore > 0.9, - "tight_V1": lambda events, var, obj: events.V1Score > 0.9, - }, - "MET_met300_6a" : { #adjustment on 6 - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, - }, - "MET_met300_6b" : { #adjustment on 6 - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, - "cut_H": lambda events, var, obj: events.HiggsScore > 0.6, - "cut_V1": lambda events, var, obj: events.V1Score > 0.6, - - }, - "MET_met300_7" : { #from 6b - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, - "cut_H": lambda events, var, obj: events.HiggsScore > 0.6, - "cut_V1": lambda events, var, obj: events.V1Score > 0.6, - - "vbsj_Mjj_1250":lambda events, var, obj: (var["vbsj_Mjj"]>1250), - }, - - "MET_met300_7a" : { #from 6b - "all_events": lambda events, var, obj: (events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1), - "objsel": lambda events, var, obj: (events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1), - - "MET_pt_tight": lambda events, var, obj: events.Met_pt > 300, - 'vbsj_deta':lambda events, var, obj: (var["vbsj_deta"]>6), - "H_MET_dphi":lambda events, var, obj: var["HMET_dphi"] > 0.6, - "V1_MET_dphi":lambda events, var, obj: var["V1MET_dphi"] > 0.6, - - "vbsj_Mjj_1250":lambda events, var, obj: (var["vbsj_Mjj"]>1250), - "cut_V1": lambda events, var, obj: events.V1Score > 0.6, - }, -} \ No newline at end of file diff --git a/analysis/vbs_vvh/config/variables/rebin_scheme.csv b/analysis/vbs_vvh/config/variables/rebin_scheme.csv deleted file mode 100644 index 6bac89f3..00000000 --- a/analysis/vbs_vvh/config/variables/rebin_scheme.csv +++ /dev/null @@ -1,9 +0,0 @@ -var,new_binning -nGoodAK4,10 -nGoodAK8,6 -nAK4,15 -nAK8,6 -Met_significance,50 -Met_significance_fine,20 -Met_significance_fine10,10 -Met_significance_lowrange,10 \ No newline at end of file diff --git a/analysis/vbs_vvh/make_plots.py b/analysis/vbs_vvh/make_plots.py index 00e93d51..c8c507d3 100644 --- a/analysis/vbs_vvh/make_plots.py +++ b/analysis/vbs_vvh/make_plots.py @@ -17,7 +17,7 @@ #import scripts.utils.plotting_tools as plt_tools import ewkcoffea.modules.plotting_tools as plt_tools -from config.variables.cutflow_config import cutflow_dict +#from config.variables.cutflow_config import cutflow_dict from config.paths import objsel_cf,get_cutflow,cutflow_yamls_dir,default_cutflow_yaml,default_output_dir from utils.tools import save_array_to_csv #from scripts.plot_stuffs import plot_datamc diff --git a/analysis/vbs_vvh/utils/plotting_tools.py b/analysis/vbs_vvh/utils/plotting_tools.py deleted file mode 100644 index 3e7f378e..00000000 --- a/analysis/vbs_vvh/utils/plotting_tools.py +++ /dev/null @@ -1,92 +0,0 @@ -import copy -import hist -import numpy as np - -# Get the list of categories on the sparese axis -def get_axis_cats(histo,axis_name): - process_list = [x for x in histo.axes[axis_name]] - return process_list - - -# Rebin according to https://github.com/CoffeaTeam/coffea/discussions/705 -def rebin(histo,factor): - return histo[..., ::hist.rebin(factor)] - -def rebin_to_nonnegative(histo, category_axis_to_sum): - """ - Rebins a 1D hist.Hist such that all bins are non-negative in the summed total histogram. - - Assumes histo is already sliced to a single dense axis (process: bkg, or process:sig) - - Sums over the provided categorical axis (e.g., "process") before determining the rebin factor. - - Returns: rebinned hist. (or original histo if total sum <0, which is to be avoided during cutflow optimization) - """ - # Sum over category axis - total = histo[{category_axis_to_sum: sum}] - - values, edges = total.to_numpy() - - if np.sum(values) < 0: - print("[rebin_to_nonnegative] Total histogram sum < 0, cannot fix negatives by rebinning.") - return histo,1 - - n_bins = len(values) - factor = 1 - - for fac in range(1, n_bins + 1): #leave it untouch s no negative bins from the start - if n_bins % fac != 0: - continue - rebinned_vals = values.reshape(-1, fac).sum(axis=1) - if np.all(rebinned_vals >= 0): - factor = fac - break - - if factor >1: - print(f"[rebin_to_nonnegative] Rebinning axis with factor {factor} to eliminate negatives.") - - return histo[..., ::hist.rebin(factor)],factor - -# Scale the hist, see https://github.com/CoffeaTeam/coffea/discussions/705 -# Seems to modify in place -def scale(histo,axis_name,scale_dict): - for i, name in enumerate(histo.axes[axis_name]): - histo.view(flow=True)[i] *= scale_dict.get(name,1) - return histo - - -# Regroup categories (e.g. processes) -def group(h, oldname, newname, grouping): - - # Build up a grouping dict that drops any proc that is not in our h - grouping_slim = {} - proc_lst = get_axis_cats(h,oldname) - for grouping_name in grouping.keys(): - for proc in grouping[grouping_name]: - if proc in proc_lst: - if grouping_name not in grouping_slim: - grouping_slim[grouping_name] = [] - grouping_slim[grouping_name].append(proc) - #else: - # print(f"WARNING: process {proc} not in this hist") - - # From Nick: https://github.com/CoffeaTeam/coffea/discussions/705#discussioncomment-4604211 - hnew = hist.Hist( - hist.axis.StrCategory(grouping_slim, name=newname), - *(ax for ax in h.axes if ax.name != oldname), - storage=h.storage_type(), - ) - for i, indices in enumerate(grouping_slim.values()): - hnew.view(flow=True)[i] = h[{oldname: indices}][{oldname: sum}].view(flow=True) - - return hnew - - -# Merges the last bin (overflow) into the second to last bin, zeros the content of the last bin, returns a new hist -# Note assumes just one axis! -def merge_overflow(hin): - hout = copy.deepcopy(hin) - for cat_idx,arr in enumerate(hout.values(flow=True)): - hout.values(flow=True)[cat_idx][-2] += hout.values(flow=True)[cat_idx][-1] - hout.values(flow=True)[cat_idx][-1] = 0 - hout.variances(flow=True)[cat_idx][-2] += hout.variances(flow=True)[cat_idx][-1] - hout.variances(flow=True)[cat_idx][-1] = 0 - return hout diff --git a/analysis/vbs_vvh/utils/var_handling.py b/analysis/vbs_vvh/utils/var_handling.py deleted file mode 100644 index 10c36f1c..00000000 --- a/analysis/vbs_vvh/utils/var_handling.py +++ /dev/null @@ -1,3 +0,0 @@ -#read varlist.csv and returns various dict, etc. - -def dense_axes_dict \ No newline at end of file From 0d9abb7d1f25f5f3f5fb5d83ca1ff5a0a99abe49 Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Sun, 23 Nov 2025 16:44:12 -0800 Subject: [PATCH 3/7] further remove/rename files --- .../{input => MET2FJ_input}/UL16APV_bkg.json | 0 .../{input => MET2FJ_input}/UL16APV_sig.json | 0 .../{input => MET2FJ_input}/all_250ptcut.cfg | 0 .../{input => MET2FJ_input}/all_year.cfg | 0 .../vbs_vvh/{input => MET2FJ_input}/bkg.json | 0 .../{input => MET2FJ_input}/bkg_250ptcut.json | 0 .../vbs_vvh/{input => MET2FJ_input}/data.json | 0 .../{input => MET2FJ_input}/data_250ptcut.json | 0 .../vbs_vvh/{input => MET2FJ_input}/sig.json | 0 .../{input => MET2FJ_input}/sig_250ptcut.json | 0 .../vbs_vvh/{input => MET2FJ_input}/test.cfg | 0 .../vbs_vvh/config/cutflows/MET_basic copy.yaml | 10 ++++++++++ analysis/vbs_vvh/config/cutflows/test copy.yaml | 7 +++++++ analysis/vbs_vvh/config/cutflows/test.yaml | 1 - analysis/vbs_vvh/config/sample_names.pdf | Bin 20050 -> 0 bytes 15 files changed, 17 insertions(+), 1 deletion(-) rename analysis/vbs_vvh/{input => MET2FJ_input}/UL16APV_bkg.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/UL16APV_sig.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/all_250ptcut.cfg (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/all_year.cfg (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/bkg.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/bkg_250ptcut.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/data.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/data_250ptcut.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/sig.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/sig_250ptcut.json (100%) rename analysis/vbs_vvh/{input => MET2FJ_input}/test.cfg (100%) create mode 100644 analysis/vbs_vvh/config/cutflows/MET_basic copy.yaml create mode 100644 analysis/vbs_vvh/config/cutflows/test copy.yaml delete mode 100644 analysis/vbs_vvh/config/sample_names.pdf diff --git a/analysis/vbs_vvh/input/UL16APV_bkg.json b/analysis/vbs_vvh/MET2FJ_input/UL16APV_bkg.json similarity index 100% rename from analysis/vbs_vvh/input/UL16APV_bkg.json rename to analysis/vbs_vvh/MET2FJ_input/UL16APV_bkg.json diff --git a/analysis/vbs_vvh/input/UL16APV_sig.json b/analysis/vbs_vvh/MET2FJ_input/UL16APV_sig.json similarity index 100% rename from analysis/vbs_vvh/input/UL16APV_sig.json rename to analysis/vbs_vvh/MET2FJ_input/UL16APV_sig.json diff --git a/analysis/vbs_vvh/input/all_250ptcut.cfg b/analysis/vbs_vvh/MET2FJ_input/all_250ptcut.cfg similarity index 100% rename from analysis/vbs_vvh/input/all_250ptcut.cfg rename to analysis/vbs_vvh/MET2FJ_input/all_250ptcut.cfg diff --git a/analysis/vbs_vvh/input/all_year.cfg b/analysis/vbs_vvh/MET2FJ_input/all_year.cfg similarity index 100% rename from analysis/vbs_vvh/input/all_year.cfg rename to analysis/vbs_vvh/MET2FJ_input/all_year.cfg diff --git a/analysis/vbs_vvh/input/bkg.json b/analysis/vbs_vvh/MET2FJ_input/bkg.json similarity index 100% rename from analysis/vbs_vvh/input/bkg.json rename to analysis/vbs_vvh/MET2FJ_input/bkg.json diff --git a/analysis/vbs_vvh/input/bkg_250ptcut.json b/analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json similarity index 100% rename from analysis/vbs_vvh/input/bkg_250ptcut.json rename to analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json diff --git a/analysis/vbs_vvh/input/data.json b/analysis/vbs_vvh/MET2FJ_input/data.json similarity index 100% rename from analysis/vbs_vvh/input/data.json rename to analysis/vbs_vvh/MET2FJ_input/data.json diff --git a/analysis/vbs_vvh/input/data_250ptcut.json b/analysis/vbs_vvh/MET2FJ_input/data_250ptcut.json similarity index 100% rename from analysis/vbs_vvh/input/data_250ptcut.json rename to analysis/vbs_vvh/MET2FJ_input/data_250ptcut.json diff --git a/analysis/vbs_vvh/input/sig.json b/analysis/vbs_vvh/MET2FJ_input/sig.json similarity index 100% rename from analysis/vbs_vvh/input/sig.json rename to analysis/vbs_vvh/MET2FJ_input/sig.json diff --git a/analysis/vbs_vvh/input/sig_250ptcut.json b/analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json similarity index 100% rename from analysis/vbs_vvh/input/sig_250ptcut.json rename to analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json diff --git a/analysis/vbs_vvh/input/test.cfg b/analysis/vbs_vvh/MET2FJ_input/test.cfg similarity index 100% rename from analysis/vbs_vvh/input/test.cfg rename to analysis/vbs_vvh/MET2FJ_input/test.cfg diff --git a/analysis/vbs_vvh/config/cutflows/MET_basic copy.yaml b/analysis/vbs_vvh/config/cutflows/MET_basic copy.yaml new file mode 100644 index 00000000..516a0483 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/MET_basic copy.yaml @@ -0,0 +1,10 @@ +#basic cuts +MET_objsel: + all_events: "(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)" + Met_trigger: "events.Pass_MetTriggers == 1" + MET_pt: "events.Met_pt > 100" + MET_significance: "events.Met_significance > 20" + ak4_bveto: "events.Pass_NoAK4BJet == 1" + loose_H: "events.HiggsScore > 0.1" + loose_V1: "events.V1Score > 0.1" + has_vbs: "ak.all(events.vbs_idx_max_Mjj > -1, axis=1)" diff --git a/analysis/vbs_vvh/config/cutflows/test copy.yaml b/analysis/vbs_vvh/config/cutflows/test copy.yaml new file mode 100644 index 00000000..dae2e7c7 --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/test copy.yaml @@ -0,0 +1,7 @@ +test1: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers + == 1)' + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt + > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore + > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + tight_cut: '(events.Met_pt > 500) & (var["vbsj_deta"]>2.5) & (events.HiggsScore > 0.6) & (events.V1Score > 0.6)' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/test.yaml b/analysis/vbs_vvh/config/cutflows/test.yaml index a255e3c3..ff548b3d 100644 --- a/analysis/vbs_vvh/config/cutflows/test.yaml +++ b/analysis/vbs_vvh/config/cutflows/test.yaml @@ -6,7 +6,6 @@ test1: > 0.1) & (events.V1Score > 0.1) & 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zU-$n@1PlE|1e^Yg2y*ck5$x43;;)bK?0m zu;%xtyzCtywl;RIz!BeHH2@{|s(1GEPzAs5b4*nR0Yji+SReuOC=w+BlM;c!L_~jM zF2D!pKm)i(I1S*qe*FWqg9c3A0rDRj2>8H%5RYFppf+%z{6Ry2gZob!XrX`7K#}}O z!vZ4wgN6j=n19oNU!dvys~ijl`k+5(fCKou90I^`f0YA`@?Z7AF=${;|C5INyBu2j z@BT_*z^Un9^}&F3=D&DBqQU9lk8;xB82&d61q0^(KWPYXdikRqQu?pHq0r!j^hY@i zI70uR5oi~1Z-43>u%W-}LnFaZ;otS4QGfRXEd@@Kf0V-l2VMW50j}#Wo-r5@FaP^l zDHu4l|3QO;lgS@6BzVmI4;l)EHE9V?fvQ2Mr6lnSaxO zarl?)u~MMR`=cBP)&ETc!ZvVL|5rI6KKa}JfZ_2c&j7vx!0(^WV*j#JI8fnVV;T;8 zck9n*;h4W<3WsC=vI8I<0=>$=c?RN+KlKJjVE%p<3HxiT!jbU5> From ff3d129146c0f963d3d40443f122baa13a2cce24 Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Mon, 15 Dec 2025 13:03:06 -0800 Subject: [PATCH 4/7] fixed config, config/paths(missing default output) " --- analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json | 3 ++- analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json | 3 ++- analysis/vbs_vvh/config/paths.py | 3 ++- analysis/vbs_vvh/make_plots.py | 2 +- analysis/vbs_vvh/run_analysis.py | 3 +-- 5 files changed, 8 insertions(+), 6 deletions(-) diff --git a/analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json b/analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json index be6dd337..8bae5d67 100644 --- a/analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json +++ b/analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json @@ -8,7 +8,8 @@ "files": [ "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016preVFP_bkg.root", "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016postVFP_bkg.root", - "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_bkg.root" + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_bkg.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2018_bkg.root" ], "nEvents": 0, "nGenEvents": 11197186, diff --git a/analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json b/analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json index c3de7aad..2d17a52f 100644 --- a/analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json +++ b/analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json @@ -8,7 +8,8 @@ "files": [ "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016preVFP_sig.root", "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016postVFP_sig.root", - "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_sig.root" + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_sig.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2018_sig.root" ], "nEvents": 98500, "nGenEvents": 98500, diff --git a/analysis/vbs_vvh/config/paths.py b/analysis/vbs_vvh/config/paths.py index 0d40fabc..45931a64 100644 --- a/analysis/vbs_vvh/config/paths.py +++ b/analysis/vbs_vvh/config/paths.py @@ -10,4 +10,5 @@ basic_cutflow = f'{cutflow_yamls_dir}/test.yaml' from config.config_handling import get_cutflow objsel_cf = get_cutflow(basic_cutflow,'test1') -default_cutflow_yaml = f'{cutflow_yamls_dir}/all.yaml' \ No newline at end of file +default_cutflow_yaml = f'{cutflow_yamls_dir}/all.yaml' +default_output_dir = './' diff --git a/analysis/vbs_vvh/make_plots.py b/analysis/vbs_vvh/make_plots.py index c8c507d3..482f73e3 100644 --- a/analysis/vbs_vvh/make_plots.py +++ b/analysis/vbs_vvh/make_plots.py @@ -715,7 +715,7 @@ def main(): histo_dict = pickle.load(gzip.open(args.pkl_file_path)) except: try: - file_path = f'{default_output_dir}/{args.project}/histos/{try_file_name}' + file_path = f'{default_output_dir}/histos/{args.project}/histos/{try_file_name}' histo_dict = pickle.load(gzip.open(file_path)) print("reading file",file_path) except: diff --git a/analysis/vbs_vvh/run_analysis.py b/analysis/vbs_vvh/run_analysis.py index 36de412d..36326733 100644 --- a/analysis/vbs_vvh/run_analysis.py +++ b/analysis/vbs_vvh/run_analysis.py @@ -19,8 +19,7 @@ import warnings warnings.filterwarnings("ignore", message=".*as it is not interpretable by Uproot.*") - - +#NanoAODSchema.error_missing_event_ids = False if __name__ == '__main__': parser = argparse.ArgumentParser(description='You can customize your run') From 62d5e3178d9283eddecd101d4f629a8f94c0e500 Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Sat, 3 Jan 2026 21:38:10 -0800 Subject: [PATCH 5/7] finish basis of plotter script (working script: test_plotting.py) --- analysis/vbs_vvh/config/plotting_config.py | 10 + .../vbs_vvh/plotter_utils/helpers/funcs.py | 26 ++ .../helpers/get_input_filename.py | 35 ++ .../plotter_utils/histo_objects/__init__.py | 4 + .../plotter_utils/histo_objects/background.py | 82 +++++ .../plotter_utils/histo_objects/base.py | 110 ++++++ .../plotter_utils/histo_objects/data.py | 20 ++ .../histo_objects/histo_objects_script.txt | 326 ++++++++++++++++++ .../plotter_utils/histo_objects/signal.py | 44 +++ .../histo_reader/histcollection.py | 17 + .../histo_reader/histo_reader_scripts.txt | 239 +++++++++++++ .../plotter_utils/histo_reader/loader.py | 121 +++++++ .../plotter_utils/histo_reader/sample_info.py | 96 ++++++ .../vbs_vvh/plotter_utils/metrics/base.py | 63 ++++ .../vbs_vvh/plotter_utils/metrics/dataMC.py | 26 ++ .../plotter_utils/metrics/metrics_scripts.txt | 128 +++++++ .../plotter_utils/metrics/significance.py | 36 ++ .../vbs_vvh/plotter_utils/plotting/draw.py | 49 +++ .../plotter_utils/plotting/main_plot.py | 71 ++++ .../plotting/plotting_scripts.txt | 165 +++++++++ .../plotter_utils/plotting/subplots.py | 41 +++ .../plotter_utils/test/test_histo_obj.py | 104 ++++++ .../vbs_vvh/plotter_utils/test/test_import.py | 8 + .../plotter_utils/test/test_plotting.py | 111 ++++++ 24 files changed, 1932 insertions(+) create mode 100644 analysis/vbs_vvh/config/plotting_config.py create mode 100644 analysis/vbs_vvh/plotter_utils/helpers/funcs.py create mode 100644 analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/__init__.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/background.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/base.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/data.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt create mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/signal.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_reader/histcollection.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt create mode 100644 analysis/vbs_vvh/plotter_utils/histo_reader/loader.py create mode 100644 analysis/vbs_vvh/plotter_utils/histo_reader/sample_info.py create mode 100644 analysis/vbs_vvh/plotter_utils/metrics/base.py create mode 100644 analysis/vbs_vvh/plotter_utils/metrics/dataMC.py create mode 100644 analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt create mode 100644 analysis/vbs_vvh/plotter_utils/metrics/significance.py create mode 100644 analysis/vbs_vvh/plotter_utils/plotting/draw.py create mode 100644 analysis/vbs_vvh/plotter_utils/plotting/main_plot.py create mode 100644 analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt create mode 100644 analysis/vbs_vvh/plotter_utils/plotting/subplots.py create mode 100644 analysis/vbs_vvh/plotter_utils/test/test_histo_obj.py create mode 100644 analysis/vbs_vvh/plotter_utils/test/test_import.py create mode 100644 analysis/vbs_vvh/plotter_utils/test/test_plotting.py diff --git a/analysis/vbs_vvh/config/plotting_config.py b/analysis/vbs_vvh/config/plotting_config.py new file mode 100644 index 00000000..0abc4ea3 --- /dev/null +++ b/analysis/vbs_vvh/config/plotting_config.py @@ -0,0 +1,10 @@ +PROC_MAP_CSV = "config/sample_map.csv" +DEFAULT_OUTPUT_DIR = "plots/" +LOG_LEVEL = "INFO" +#LOG_FORMAT = '%(asctime)s - %(message)s' +LOG_FORMAT = '%(message)s' + +FIGURE_STYLE = { + "figsize": (6, 5), + "dpi": 120, +} diff --git a/analysis/vbs_vvh/plotter_utils/helpers/funcs.py b/analysis/vbs_vvh/plotter_utils/helpers/funcs.py new file mode 100644 index 00000000..4c8534ce --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/helpers/funcs.py @@ -0,0 +1,26 @@ +import copy +import hist +def combine(hist_slices: dict) -> hist.Hist: + """ + Combine multiple single-category Hist objects into a single Hist + with an axis containing all categories. Works with Weight() storage. + """ + if not hist_slices: + raise ValueError("No histograms to combine.") + + first_hist = next(iter(hist_slices.values())) + cat_axis_name = first_hist.axes[0].name # assume first axis is categorical + dense_axes = [ax for ax in first_hist.axes if ax.name != cat_axis_name] + + categories = list(hist_slices.keys()) + hnew = hist.Hist( + hist.axis.StrCategory(categories, name=cat_axis_name), + *dense_axes, + storage=first_hist.storage_type() + ) + + for cat in categories: + # Use dict-style slicing to assign values safely + hnew[{cat_axis_name: cat}] = hist_slices[cat] + + return hnew \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py b/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py new file mode 100644 index 00000000..e4f68e74 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py @@ -0,0 +1,35 @@ +""" +get input pkl name by the following methods +- if a file name or multiple file names in .pkl.gz is provided, directly use it +- elif a directory is provided, search for .pkl.gz in that directory (not including subdir) +- elif none is provided, but project and cutflow is provided, guess the file name +- else the code should complain +""" +import os + +def pkl_name_from_project(project_name,cutname,n_minus_1=False): + """ + get individual file name from a given project name and cut name + """ + from config.paths import default_output_dir + if not n_minus_1: + return f'{default_output_dir}/histos/{project_name}/histos/{cutname}_histos.pkl.gz' + else: + return f'{default_output_dir}/histos/{project_name}/histos/{cutname}_histos_m.pkl.gz' + +def get_all_pkl_in_folder(dirpath): + import os + """ + Return an array of filenames for all .pkl.gz files directly inside `dirpath` + Does NOT search subdirectories. + """ + if not os.path.isdir(dirpath): + raise ValueError(f"Not a directory: {dirpath}") + + return [ + fname + for fname in os.listdir(dirpath) + if fname.endswith(".pkl.gz") + and os.path.isfile(os.path.join(dirpath, fname)) + ] + diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/__init__.py b/analysis/vbs_vvh/plotter_utils/histo_objects/__init__.py new file mode 100644 index 00000000..233e1b7d --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/__init__.py @@ -0,0 +1,4 @@ +from .base import BaseHist +from .signal import SignalHist +from .background import BackgroundHist +from .data import DataHist \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/background.py b/analysis/vbs_vvh/plotter_utils/histo_objects/background.py new file mode 100644 index 00000000..7252f009 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/background.py @@ -0,0 +1,82 @@ +from plotter_utils.histo_objects.base import BaseHist +from plotter_utils.helpers.funcs import combine +import ewkcoffea.modules.plotting_tools as plt_tools + + +class BackgroundHist(BaseHist): + """ + Background histogram. + + Differences from BaseHist: + - always nominal systematic + - keeps individual background process_grp for stacked plotting + - provides total background histogram + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + background_groups, + ): + self.background_groups = background_groups + super().__init__( + hist, + years=years, + process_grouping=process_grouping, + ) + + # After preparing the histogram, generate the "total" histogram + self._hist_total = self._make_total_background(self._hist) + + def _prepare_hist(self): + import copy + h = super()._prepare_hist() + + # Nominal only + h = h[{"systematic": "nominal"}] + + # # Safe merge overflow **per process_grp** + # hist_slices = {} + # for proc in h.axes["process_grp"]: + # print(f'doing {proc}') + # hist_slices[proc] = self._safe_merge_overflow(h, {"process_grp": [proc]}) + # # Combine back + # print(h) + h = plt_tools.merge_overflow(h) + #h = combine(hist_slices) + return h + + def _make_total_background(self, h): + """ + Collapse all background processes into one for total yield calculations. + """ + h_total = plt_tools.group( + h, + "process_grp", + "sample_category", + {"Background": list(self.background_groups)}, + ) + h_total = self._safe_merge_overflow(h_total) + return h_total + + @property + def hist_total(self): + """ + Collapsed total background histogram. + """ + return self._hist_total + + def values_total(self, flow=True): + return self._hist_total.values(flow=flow) + + def cumulative_total(self): + return self.values_total(flow=False).cumsum() + + def cumulative(self): + """ + Cumulative per-process background yield (stacked) + """ + return self.values(flow=False).cumsum() diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/base.py b/analysis/vbs_vvh/plotter_utils/histo_objects/base.py new file mode 100644 index 00000000..8cb0f3f7 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/base.py @@ -0,0 +1,110 @@ +import numpy as np +import copy +import ewkcoffea.modules.plotting_tools as plt_tools + + +class BaseHist: + """ + Base class that handles transformations common to + signal / background / data histograms. + + This class: + - sums over years + - groups raw processes into physics groups + - exposes basic histogram information + - provides a safe way to merge overflow bins + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + ): + self._raw_hist = hist + self.years = years + self.process_grouping = process_grouping + + # Prepare the final histogram immediately + self._hist = self._prepare_hist() + + # ------------------------------------------------------------------ + # Core transformation pipeline + # ------------------------------------------------------------------ + + def _prepare_hist(self): + """ + Apply transformations common to all histogram types. + """ + h = self._raw_hist + + # 1) Sum over years + h = self._sum_years(h) + + # 2) Group raw processes into physics processes + h = self._group_processes(h) + + return h + + def _safe_merge_overflow(self, h, axis_slice=None): + """ + Call merge_overflow safely: + - optionally only on a subset of categories (axis_slice) + - merge if dense axis has >= 2 bins + """ + if axis_slice is not None: + h = h[axis_slice] + + vals = h.values(flow=True) + dense_bins = vals.shape[-1] + + if dense_bins >= 2: + return plt_tools.merge_overflow(h) + return h + + def _sum_years(self, h): + """ + Collapse year axis into a single bin. + """ + h = plt_tools.group( + h, + "year", + "year_sum", + {"all_years": self.years}, + ) + return h[{"year_sum": "all_years"}] + + def _group_processes(self, h): + """ + Group raw MC samples into physics processes. + """ + return plt_tools.group( + h, + "process", + "process_grp", + self.process_grouping, + ) + + # ------------------------------------------------------------------ + # Public accessors (used by plotting & metrics) + # ------------------------------------------------------------------ + + @property + def hist(self): + return self._hist + + def values(self, flow=True): + return self._hist.values(flow=flow) + + def variances(self, flow=True): + return self._hist.variances(flow=flow) + + def total_yield(self): + return float(np.sum(self.values(flow=True))) + + def bin_edges(self): + return self._hist.axes[0].edges + + def bin_centers(self): + return self._hist.axes[0].centers diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/data.py b/analysis/vbs_vvh/plotter_utils/histo_objects/data.py new file mode 100644 index 00000000..f8c3c4ff --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/data.py @@ -0,0 +1,20 @@ +from plotter_utils.histo_objects.base import BaseHist + + +class DataHist(BaseHist): + """ + Data histogram. + + Differences from BaseHist: + - select Data process + - nominal only + """ + + def _prepare_hist(self): + h = super()._prepare_hist() + return h[ + { + "process_grp": ["Data"], + "systematic": "nominal", + } + ] diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt b/analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt new file mode 100644 index 00000000..8964c21c --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt @@ -0,0 +1,326 @@ +#base.py +import numpy as np +import copy +import ewkcoffea.modules.plotting_tools as plt_tools + + +class BaseHist: + """ + Base class that handles transformations common to + signal / background / data histograms. + + This class: + - sums over years + - groups raw processes into physics groups + - exposes basic histogram information + - provides a safe way to merge overflow bins + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + ): + self._raw_hist = hist + self.years = years + self.process_grouping = process_grouping + + # Prepare the final histogram immediately + self._hist = self._prepare_hist() + + # ------------------------------------------------------------------ + # Core transformation pipeline + # ------------------------------------------------------------------ + + def _prepare_hist(self): + """ + Apply transformations common to all histogram types. + """ + h = self._raw_hist + + # 1) Sum over years + h = self._sum_years(h) + + # 2) Group raw processes into physics processes + h = self._group_processes(h) + + return h + + def _safe_merge_overflow(self, h, axis_slice=None): + """ + Call merge_overflow safely: + - optionally only on a subset of categories (axis_slice) + - merge if dense axis has >= 2 bins + """ + if axis_slice is not None: + h = h[axis_slice] + + vals = h.values(flow=True) + dense_bins = vals.shape[-1] + + if dense_bins >= 2: + return plt_tools.merge_overflow(h) + return h + + def _sum_years(self, h): + """ + Collapse year axis into a single bin. + """ + h = plt_tools.group( + h, + "year", + "year_sum", + {"all_years": self.years}, + ) + return h[{"year_sum": "all_years"}] + + def _group_processes(self, h): + """ + Group raw MC samples into physics processes. + """ + return plt_tools.group( + h, + "process", + "process_grp", + self.process_grouping, + ) + + # ------------------------------------------------------------------ + # Public accessors (used by plotting & metrics) + # ------------------------------------------------------------------ + + @property + def hist(self): + return self._hist + + def values(self, flow=True): + return self._hist.values(flow=flow) + + def variances(self, flow=True): + return self._hist.variances(flow=flow) + + def total_yield(self): + return float(np.sum(self.values(flow=True))) + + def bin_edges(self): + return self._hist.axes[0].edges + + def bin_centers(self): + return self._hist.axes[0].centers + + +#signal.py +from plotter_utils.histo_objects.base import BaseHist + + +class SignalHist(BaseHist): + """ + Signal histogram. + + Differences from BaseHist: + - select ONLY signal process + - select coupling-dependent systematic + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + coupling, + ): + self.coupling = coupling + super().__init__( + hist, + years=years, + process_grouping=process_grouping, + ) + + def _prepare_hist(self): + h = super()._prepare_hist() + + # Select signal + coupling systematic + h = h[ + { + "process_grp": ["Signal"], + "systematic": self.coupling, + } + ] + + # Safe merge overflow for signal + h = self._safe_merge_overflow(h) + return h + + def cumulative(self): + return self.values(flow=False).cumsum() + +#background.py +from plotter_utils.histo_objects.base import BaseHist +from plotter_utils.helpers.funcs import combine +import ewkcoffea.modules.plotting_tools as plt_tools + + +class BackgroundHist(BaseHist): + """ + Background histogram. + + Differences from BaseHist: + - always nominal systematic + - keeps individual background process_grp for stacked plotting + - provides total background histogram + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + background_groups, + ): + self.background_groups = background_groups + super().__init__( + hist, + years=years, + process_grouping=process_grouping, + ) + + # After preparing the histogram, generate the "total" histogram + self._hist_total = self._make_total_background(self._hist) + + def _prepare_hist(self): + import copy + h = super()._prepare_hist() + + # Nominal only + h = h[{"systematic": "nominal"}] + + # # Safe merge overflow **per process_grp** + # hist_slices = {} + # for proc in h.axes["process_grp"]: + # print(f'doing {proc}') + # hist_slices[proc] = self._safe_merge_overflow(h, {"process_grp": [proc]}) + # # Combine back + # print(h) + h = plt_tools.merge_overflow(h) + #h = combine(hist_slices) + return h + + def _make_total_background(self, h): + """ + Collapse all background processes into one for total yield calculations. + """ + h_total = plt_tools.group( + h, + "process_grp", + "sample_category", + {"Background": list(self.background_groups)}, + ) + h_total = self._safe_merge_overflow(h_total) + return h_total + + @property + def hist_total(self): + """ + Collapsed total background histogram. + """ + return self._hist_total + + def values_total(self, flow=True): + return self._hist_total.values(flow=flow) + + def cumulative_total(self): + return self.values_total(flow=False).cumsum() + + def cumulative(self): + """ + Cumulative per-process background yield (stacked) + """ + return self.values(flow=False).cumsum() + +#data.py +from plotter_utils.histo_objects.base import BaseHist +from plotter_utils.helpers.funcs import combine +import ewkcoffea.modules.plotting_tools as plt_tools + + +class BackgroundHist(BaseHist): + """ + Background histogram. + + Differences from BaseHist: + - always nominal systematic + - keeps individual background process_grp for stacked plotting + - provides total background histogram + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + background_groups, + ): + self.background_groups = background_groups + super().__init__( + hist, + years=years, + process_grouping=process_grouping, + ) + + # After preparing the histogram, generate the "total" histogram + self._hist_total = self._make_total_background(self._hist) + + def _prepare_hist(self): + import copy + h = super()._prepare_hist() + + # Nominal only + h = h[{"systematic": "nominal"}] + + # # Safe merge overflow **per process_grp** + # hist_slices = {} + # for proc in h.axes["process_grp"]: + # print(f'doing {proc}') + # hist_slices[proc] = self._safe_merge_overflow(h, {"process_grp": [proc]}) + # # Combine back + # print(h) + h = plt_tools.merge_overflow(h) + #h = combine(hist_slices) + return h + + def _make_total_background(self, h): + """ + Collapse all background processes into one for total yield calculations. + """ + h_total = plt_tools.group( + h, + "process_grp", + "sample_category", + {"Background": list(self.background_groups)}, + ) + h_total = self._safe_merge_overflow(h_total) + return h_total + + @property + def hist_total(self): + """ + Collapsed total background histogram. + """ + return self._hist_total + + def values_total(self, flow=True): + return self._hist_total.values(flow=flow) + + def cumulative_total(self): + return self.values_total(flow=False).cumsum() + + def cumulative(self): + """ + Cumulative per-process background yield (stacked) + """ + return self.values(flow=False).cumsum() diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py b/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py new file mode 100644 index 00000000..d8ab61ab --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py @@ -0,0 +1,44 @@ +from plotter_utils.histo_objects.base import BaseHist + + +class SignalHist(BaseHist): + """ + Signal histogram. + + Differences from BaseHist: + - select ONLY signal process + - select coupling-dependent systematic + """ + + def __init__( + self, + hist, + *, + years, + process_grouping, + coupling, + ): + self.coupling = coupling + super().__init__( + hist, + years=years, + process_grouping=process_grouping, + ) + + def _prepare_hist(self): + h = super()._prepare_hist() + + # Select signal + coupling systematic + h = h[ + { + "process_grp": ["Signal"], + "systematic": self.coupling, + } + ] + + # Safe merge overflow for signal + h = self._safe_merge_overflow(h) + return h + + def cumulative(self): + return self.values(flow=False).cumsum() diff --git a/analysis/vbs_vvh/plotter_utils/histo_reader/histcollection.py b/analysis/vbs_vvh/plotter_utils/histo_reader/histcollection.py new file mode 100644 index 00000000..e428e1ba --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_reader/histcollection.py @@ -0,0 +1,17 @@ +# variable view ( sig+bkg+data per var ) + +from dataclasses import dataclass +from typing import Dict, List, Mapping + + +@dataclass +class HistCollection: + views: Dict[str, Dict[str, object]] + + variables_sig_only: List[str] + variables_mc_only: List[str] + variables_all: List[str] + proc_map: Mapping + + def has_data(self, var): + return self.views[var]["data"] is not None \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt b/analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt new file mode 100644 index 00000000..b12c581f --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt @@ -0,0 +1,239 @@ +#loader.py +# this gets the histo dict from a list of files (filename.pkl.gz) +# only read the file, get the required cut, and determine the list of var, sig,bkg,data but not doing any transformation on the histos +# check same list of year for sig, bkg, data +# get list of var for sig_only, mc_only = sig+bkg, all +# verbose show list of var. also print if any variable is not sig_only/mc_only/all + +import gzip +import pickle +from collections import defaultdict + +from .histcollection import HistCollection + +import logging +logger = logging.getLogger(__name__) + +def _load_one_file(filename): + """ + Return loaded histogram dict from a .pkl.gz file + """ + logging.info(f"Reading file: {filename}") + histo_dict = pickle.load(gzip.open(filename)) + return histo_dict + + +def _get_years(hist): + """ + for checking years list consistency over sig/bkg/data + """ + if hist is None: + return None + return set(hist.axes["year"]) + + +def load_hist_collection(pkl_paths,proc_map,cutname=None): + """ + Load one or more coffea output pkl.gz files and separate variables into signal, background, and data. + Checks that sig/bkg/data have the same list of years for each variable. + + Parameters + ---------- + pkl_paths : list[str] + List of .pkl.gz files + proc_map : ProcessMap object as defined in sample_info + cutname : str + 'category' axis which is the cutname. Use None only when this axis does not exist + """ + + # ---- load & merge ---- + hist_dicts = [_load_one_file(p) for p in pkl_paths] + #hists = _merge_hist_dicts(hist_dicts) + + views = {} + vars_sig_only = [] + vars_mc_only = [] # sig&bkg but not data + vars_all = [] + + # ---- inspect each variable ---- + + for hists in hist_dicts: + for var, hist_precut in hists.items(): + if cutname is not None: + hist=hist_precut[{"category":cutname}] + else: + hist = hist_precut + sig = None + bkg = None + data = None + + processes = set(hist.axes["process"]) + if var not in views: + views[var] = {"signal": None, "background": None, "data": None, "years": []} + + processes = set(hist.axes["process"]) + if processes & set(proc_map.signal): + views[var]["signal"] = hist[{"process": proc_map.signal}] + if processes & set(proc_map.background): + + available_processes = list(set(proc_map.background) & set(processes)) + + views[var]["background"] = hist[{"process": available_processes}] + if processes & set(proc_map.data): + views[var]["data"] = hist[{"process": proc_map.data}] + + # ---- check year consistency, classify var ---- + for var, vdict in views.items(): + year_sets = [ys for ys in [_get_years(vdict["signal"]), + _get_years(vdict["background"]), + _get_years(vdict["data"])] if ys is not None] + if len(year_sets) > 1 and not all(ys == year_sets[0] for ys in year_sets): + logging.error(f"sig: {_get_years(vdict['signal'])}\n"\ + f"bkg: {_get_years(vdict['background'])}\n"\ + f"data: {_get_years(vdict['data'])}\n") + raise RuntimeError(f"[{var}] Year mismatch across sig/bkg/data") + + vdict["years"] = sorted(year_sets[0]) if year_sets else [] + + if vdict["signal"] and not vdict["background"]: + vars_sig_only.append(var) + elif vdict["signal"] and vdict["background"] and not vdict["data"]: + vars_mc_only.append(var) + elif vdict["signal"] and vdict["background"] and vdict["data"]: + vars_all.append(var) + + # ---- print summary ---- + logging.info("=== HistCollection summary ===") + logging.info(f"Total variables: {len(views)}") + logging.info(f"sig-only vars :({len(vars_sig_only)}) {vars_sig_only}") + logging.info(f"sig + bkg vars :({len(vars_mc_only)}) {vars_mc_only}") + logging.info(f"sig + bkg + data vars :({len(vars_all)}) {vars_all}") + + others = set(views) - set(vars_all) - set(vars_mc_only) - set(vars_sig_only) + if others: + logging.debug(f"variables with unexpected content: {others}") + + return HistCollection( + views=views, + variables_sig_only=vars_sig_only, + variables_mc_only=vars_mc_only, + variables_all=vars_all, + proc_map=proc_map + ) + +#histcollection.py +# variable view ( sig+bkg+data per var ) + +from dataclasses import dataclass +from typing import Dict, List, Mapping + + +@dataclass +class HistCollection: + views: Dict[str, Dict[str, object]] + + variables_sig_only: List[str] + variables_mc_only: List[str] + variables_all: List[str] + proc_map: Mapping + + def has_data(self, var): + return self.views[var]["data"] is not None + +#sample_info.py +# from sample_name.csv group sample_name into sig/bkg/data and get plotting colors + +import csv +from dataclasses import dataclass +from collections import defaultdict +from typing import Dict, List, Set, Optional + + +DEFAULT_SAMPLE_CSV = "/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/config/sample_names.csv" + +#get list of years +def get_all_years(csv_path=None): + """ + get set of year in the sample_name.csv + (should be 2016preVFP,... for run2) + since years are usually summed, order is not considered + """ + if csv_path is None: + csv_path = DEFAULT_SAMPLE_CSV + + all_years = set() + with open(csv_path, newline="") as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + sample_year = row["sample_year"].strip() + all_years.add(sample_year) + return all_years + +@dataclass +class ProcessMap: + """ + From sample_name.csv, get + - the list of processes (sample_name) for signal, bkg, data + - the list of bkg groups and process name under each group + - color for plotting + + :var csv_path: Description + :vartype csv_path: str + """ + signal: List[str] + background: List[str] + data: List[str] + + # extra, useful metadata + background_groups: Dict[str, List[str]] + background_colors: Dict[str, str] + + @classmethod + def from_csv( + cls, + csv_path: Optional[str] = None + ): + """ + Build ProcessMap from sample CSV. + + Parameters + ---------- + csv_path : str, optional + Path to sample CSV (uses default if None) + """ + if csv_path is None: + csv_path = DEFAULT_SAMPLE_CSV + + grp_dict = defaultdict(set) + bkg_color_map = {} + + with open(csv_path, newline="") as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + cat = row["sample_category"].strip().lower() + sample_type = row["sample_type"].strip() + sample_name = row["sample_name"].strip() + color = row["plotting_colour"].strip() + + if cat == "sig": + grp_dict["Signal"].add(sample_name) + + elif cat == "bkg": + grp_dict[sample_type].add(sample_name) + bkg_color_map.setdefault(sample_type, color) + + elif cat == "data": + grp_dict["Data"].add(sample_name) + + signal = list(grp_dict.get("Signal")) + data = list(grp_dict.get("Data")) + background_groups = {k: list(v) for k, v in grp_dict.items() if k not in ("Signal", "Data")} + background = list(p for procs in background_groups.values() for p in procs) + + return cls( + signal=signal, + background=background, + data=data, + background_groups=background_groups, + background_colors=bkg_color_map, + ) \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py b/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py new file mode 100644 index 00000000..45daaf2a --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py @@ -0,0 +1,121 @@ +# this gets the histo dict from a list of files (filename.pkl.gz) +# only read the file, get the required cut, and determine the list of var, sig,bkg,data but not doing any transformation on the histos +# check same list of year for sig, bkg, data +# get list of var for sig_only, mc_only = sig+bkg, all +# verbose show list of var. also print if any variable is not sig_only/mc_only/all + +import gzip +import pickle +from collections import defaultdict + +from .histcollection import HistCollection + +import logging +logger = logging.getLogger(__name__) + +def _load_one_file(filename): + """ + Return loaded histogram dict from a .pkl.gz file + """ + logging.info(f"Reading file: {filename}") + histo_dict = pickle.load(gzip.open(filename)) + return histo_dict + + +def _get_years(hist): + """ + for checking years list consistency over sig/bkg/data + """ + if hist is None: + return None + return set(hist.axes["year"]) + + +def load_hist_collection(pkl_paths,proc_map,cutname=None): + """ + Load one or more coffea output pkl.gz files and separate variables into signal, background, and data. + Checks that sig/bkg/data have the same list of years for each variable. + + Parameters + ---------- + pkl_paths : list[str] + List of .pkl.gz files + proc_map : ProcessMap object as defined in sample_info + cutname : str + 'category' axis which is the cutname. Use None only when this axis does not exist + """ + + # ---- load & merge ---- + hist_dicts = [_load_one_file(p) for p in pkl_paths] + #hists = _merge_hist_dicts(hist_dicts) + + views = {} + vars_sig_only = [] + vars_mc_only = [] # sig&bkg but not data + vars_all = [] + + # ---- inspect each variable ---- + + for hists in hist_dicts: + for var, hist_precut in hists.items(): + if cutname is not None: + hist=hist_precut[{"category":cutname}] + else: + hist = hist_precut + sig = None + bkg = None + data = None + + processes = set(hist.axes["process"]) + if var not in views: + views[var] = {"signal": None, "background": None, "data": None, "years": []} + + processes = set(hist.axes["process"]) + if processes & set(proc_map.signal): + views[var]["signal"] = hist[{"process": proc_map.signal}] + if processes & set(proc_map.background): + + available_processes = list(set(proc_map.background) & set(processes)) + + views[var]["background"] = hist[{"process": available_processes}] + if processes & set(proc_map.data): + views[var]["data"] = hist[{"process": proc_map.data}] + + # ---- check year consistency, classify var ---- + for var, vdict in views.items(): + year_sets = [ys for ys in [_get_years(vdict["signal"]), + _get_years(vdict["background"]), + _get_years(vdict["data"])] if ys is not None] + if len(year_sets) > 1 and not all(ys == year_sets[0] for ys in year_sets): + logging.error(f"sig: {_get_years(vdict['signal'])}\n"\ + f"bkg: {_get_years(vdict['background'])}\n"\ + f"data: {_get_years(vdict['data'])}\n") + raise RuntimeError(f"[{var}] Year mismatch across sig/bkg/data") + + vdict["years"] = sorted(year_sets[0]) if year_sets else [] + + if vdict["signal"] and not vdict["background"]: + vars_sig_only.append(var) + elif vdict["signal"] and vdict["background"] and not vdict["data"]: + vars_mc_only.append(var) + elif vdict["signal"] and vdict["background"] and vdict["data"]: + vars_all.append(var) + + # ---- print summary ---- + logging.info("=== HistCollection summary ===") + logging.info(f"Total variables: {len(views)}") + logging.info(f"sig-only vars :({len(vars_sig_only)}) {vars_sig_only}") + logging.info(f"sig + bkg vars :({len(vars_mc_only)}) {vars_mc_only}") + logging.info(f"sig + bkg + data vars :({len(vars_all)}) {vars_all}") + + others = set(views) - set(vars_all) - set(vars_mc_only) - set(vars_sig_only) + if others: + logging.debug(f"variables with unexpected content: {others}") + + return HistCollection( + views=views, + variables_sig_only=vars_sig_only, + variables_mc_only=vars_mc_only, + variables_all=vars_all, + proc_map=proc_map + ) \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_reader/sample_info.py b/analysis/vbs_vvh/plotter_utils/histo_reader/sample_info.py new file mode 100644 index 00000000..76e55412 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/histo_reader/sample_info.py @@ -0,0 +1,96 @@ +# from sample_name.csv group sample_name into sig/bkg/data and get plotting colors + +import csv +from dataclasses import dataclass +from collections import defaultdict +from typing import Dict, List, Set, Optional + + +DEFAULT_SAMPLE_CSV = "/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/config/sample_names.csv" + +#get list of years +def get_all_years(csv_path=None): + """ + get set of year in the sample_name.csv + (should be 2016preVFP,... for run2) + since years are usually summed, order is not considered + """ + if csv_path is None: + csv_path = DEFAULT_SAMPLE_CSV + + all_years = set() + with open(csv_path, newline="") as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + sample_year = row["sample_year"].strip() + all_years.add(sample_year) + return all_years + +@dataclass +class ProcessMap: + """ + From sample_name.csv, get + - the list of processes (sample_name) for signal, bkg, data + - the list of bkg groups and process name under each group + - color for plotting + + :var csv_path: Description + :vartype csv_path: str + """ + signal: List[str] + background: List[str] + data: List[str] + + # extra, useful metadata + background_groups: Dict[str, List[str]] + background_colors: Dict[str, str] + + @classmethod + def from_csv( + cls, + csv_path: Optional[str] = None + ): + """ + Build ProcessMap from sample CSV. + + Parameters + ---------- + csv_path : str, optional + Path to sample CSV (uses default if None) + """ + if csv_path is None: + csv_path = DEFAULT_SAMPLE_CSV + + grp_dict = defaultdict(set) + bkg_color_map = {} + + with open(csv_path, newline="") as csvfile: + reader = csv.DictReader(csvfile) + for row in reader: + cat = row["sample_category"].strip().lower() + sample_type = row["sample_type"].strip() + sample_name = row["sample_name"].strip() + color = row["plotting_colour"].strip() + + if cat == "sig": + grp_dict["Signal"].add(sample_name) + + elif cat == "bkg": + grp_dict[sample_type].add(sample_name) + bkg_color_map.setdefault(sample_type, color) + + elif cat == "data": + grp_dict["Data"].add(sample_name) + + signal = list(grp_dict.get("Signal")) + data = list(grp_dict.get("Data")) + background_groups = {k: list(v) for k, v in grp_dict.items() if k not in ("Signal", "Data")} + background = list(p for procs in background_groups.values() for p in procs) + + return cls( + signal=signal, + background=background, + data=data, + background_groups=background_groups, + background_colors=bkg_color_map, + ) \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/metrics/base.py b/analysis/vbs_vvh/plotter_utils/metrics/base.py new file mode 100644 index 00000000..0fff9e27 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/metrics/base.py @@ -0,0 +1,63 @@ +# plotter_utils/metrics/base.py + +import numpy as np +from abc import ABC, abstractmethod + +import logging +log = logging.getLogger(__name__) + + +class MetricResult: + """ + Container passed from metrics -> plotting. + """ + def __init__(self, x, y, yerr=None, label=None): + self.x = x + self.y = y + self.yerr = yerr + self.label = label + + +class MetricBase(ABC): + name = None + requires = () # ("sig", "bkg", "data") + y_range = None # (ymin, ymax) + + def __init__(self, *, sig=None, bkg=None, data=None): + self.sig = sig + self.bkg = bkg + self.data = data + + def available(self): + missing = [k for k in self.requires if getattr(self, k) is None] + return len(missing) == 0, missing + + @staticmethod + def safe_divide(num, den): + return np.divide( + num, den, + out=np.full_like(num, np.nan, dtype=float), + where=den > 0 + ) + + @abstractmethod + def compute(self): + """ + Return MetricResult + """ + pass + + @staticmethod + def to_1d(arr): + """ + Collapse all non-dense axes. + Expects dense axis to be the last one. + """ + arr = np.asarray(arr) + + # Sum over all axes except the last (dense) one + if arr.ndim > 1: + axes = tuple(range(arr.ndim - 1)) + arr = arr.sum(axis=axes) + + return arr \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/metrics/dataMC.py b/analysis/vbs_vvh/plotter_utils/metrics/dataMC.py new file mode 100644 index 00000000..1bad4e2b --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/metrics/dataMC.py @@ -0,0 +1,26 @@ +# plotter_utils/metrics/dataMC.py + +import numpy as np +from .base import MetricBase, MetricResult + +import logging +log = logging.getLogger(__name__) + +class DataMCMetric(MetricBase): + name = "dataMC" + requires = ("data", "bkg") + y_range = (0.3, 3) + + def compute(self): + data_vals = self.to_1d(self.data.values(flow=False)) + bkg_vals = self.to_1d(self.bkg.values_total(flow=False)) + + ratio = self.safe_divide(data_vals, bkg_vals) + + x = self.data.hist.axes[-1].centers + + return MetricResult( + x=x, + y=ratio, + label="Data / MC" + ) diff --git a/analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt b/analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt new file mode 100644 index 00000000..02af3928 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt @@ -0,0 +1,128 @@ +# plotter_utils/metrics/base.py + +import numpy as np +from abc import ABC, abstractmethod + +import logging +log = logging.getLogger(__name__) + + +class MetricResult: + """ + Container passed from metrics -> plotting. + """ + def __init__(self, x, y, yerr=None, label=None): + self.x = x + self.y = y + self.yerr = yerr + self.label = label + + +class MetricBase(ABC): + name = None + requires = () # ("sig", "bkg", "data") + y_range = None # (ymin, ymax) + + def __init__(self, *, sig=None, bkg=None, data=None): + self.sig = sig + self.bkg = bkg + self.data = data + + def available(self): + missing = [k for k in self.requires if getattr(self, k) is None] + return len(missing) == 0, missing + + @staticmethod + def safe_divide(num, den): + return np.divide( + num, den, + out=np.full_like(num, np.nan, dtype=float), + where=den > 0 + ) + + @abstractmethod + def compute(self): + """ + Return MetricResult + """ + pass + + @staticmethod + def to_1d(arr): + """ + Collapse all non-dense axes. + Expects dense axis to be the last one. + """ + arr = np.asarray(arr) + + # Sum over all axes except the last (dense) one + if arr.ndim > 1: + axes = tuple(range(arr.ndim - 1)) + arr = arr.sum(axis=axes) + + return arr + +# plotter_utils/metrics/dataMC.py + +import numpy as np +from .base import MetricBase, MetricResult + +import logging +log = logging.getLogger(__name__) + +class DataMCMetric(MetricBase): + name = "dataMC" + requires = ("data", "bkg") + y_range = (0.3, 3) + + def compute(self): + data_vals = self.to_1d(self.data.values(flow=False)) + bkg_vals = self.to_1d(self.bkg.values_total(flow=False)) + + ratio = self.safe_divide(data_vals, bkg_vals) + + x = self.data.hist.axes[-1].centers + + return MetricResult( + x=x, + y=ratio, + label="Data / MC" + ) + + +# plotter_utils/metrics/significance.py + +import numpy as np +from .base import MetricBase, MetricResult + +import logging +log = logging.getLogger(__name__) + +class SignificanceMetric(MetricBase): + name = "significance" + requires = ("sig", "bkg") + y_range = (0, 0.1) + + def compute(self): + sig_vals = self.to_1d(self.sig.values(flow=False)) + bkg_vals = self.to_1d(self.bkg.values_total(flow=False)) + + log.debug(f"sig shape {sig_vals.shape}") + log.debug(f"bkg shape {bkg_vals.shape}") + log.debug(f"sig_vals {sig_vals[:10]}") + log.debug(f"bkg_vals {bkg_vals[:10]}") + + y = self.safe_divide(sig_vals, np.sqrt(bkg_vals)) + log.debug(f"signif(y) shape {y.shape}") + + x = self.sig.hist.axes[-1].centers + log.debug(f"bin(x) shape {x.shape}") + + log.debug(f"y {y[:10]}") + log.debug(f"x {x[:10]}") + + return MetricResult( + x=x, + y=y, + label=r"$S/\sqrt{B}$" + ) diff --git a/analysis/vbs_vvh/plotter_utils/metrics/significance.py b/analysis/vbs_vvh/plotter_utils/metrics/significance.py new file mode 100644 index 00000000..e9a18ed9 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/metrics/significance.py @@ -0,0 +1,36 @@ +# plotter_utils/metrics/significance.py + +import numpy as np +from .base import MetricBase, MetricResult + +import logging +log = logging.getLogger(__name__) + +class SignificanceMetric(MetricBase): + name = "significance" + requires = ("sig", "bkg") + y_range = (0, 0.1) + + def compute(self): + sig_vals = self.to_1d(self.sig.values(flow=False)) + bkg_vals = self.to_1d(self.bkg.values_total(flow=False)) + + log.debug(f"sig shape {sig_vals.shape}") + log.debug(f"bkg shape {bkg_vals.shape}") + log.debug(f"sig_vals {sig_vals[:10]}") + log.debug(f"bkg_vals {bkg_vals[:10]}") + + y = self.safe_divide(sig_vals, np.sqrt(bkg_vals)) + log.debug(f"signif(y) shape {y.shape}") + + x = self.sig.hist.axes[-1].centers + log.debug(f"bin(x) shape {x.shape}") + + log.debug(f"y {y[:10]}") + log.debug(f"x {x[:10]}") + + return MetricResult( + x=x, + y=y, + label=r"$S/\sqrt{B}$" + ) diff --git a/analysis/vbs_vvh/plotter_utils/plotting/draw.py b/analysis/vbs_vvh/plotter_utils/plotting/draw.py new file mode 100644 index 00000000..67a3ee15 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/plotting/draw.py @@ -0,0 +1,49 @@ +# plotter_utils/plotting/draw.py + +import matplotlib.pyplot as plt +from plotter_utils.metrics.significance import SignificanceMetric +from plotter_utils.metrics.dataMC import DataMCMetric +from .main_plot import draw_main_plot +from .subplots import draw_metric_subplot + + + +METRIC_REGISTRY = { + "significance": SignificanceMetric, + "dataMC": DataMCMetric, +} + + +def draw( + *, + sig=None, + bkg=None, + data=None, + proc_map=None, + config=None, + title=None, +): + subplots = config["SUBPLOTS"] + ratios = config["FIG_RATIO"] + + heights = [ratios["main"]] + [ratios[s] for s in subplots] + nrows = 1 + len(subplots) + + fig, axes = plt.subplots( + nrows=nrows, + ncols=1, + figsize=(7, 3 + 2 * nrows), + gridspec_kw={"height_ratios": heights}, + sharex=True, + ) + + ax_main = axes[0] + draw_main_plot(ax_main, sig=sig, bkg=bkg, data=data, proc_map=proc_map) + ax_main.set_title(title) + + for ax, name in zip(axes[1:], subplots): + metric_cls = METRIC_REGISTRY[name] + metric = metric_cls(sig=sig, bkg=bkg, data=data) + draw_metric_subplot(ax, metric, name) + + return fig diff --git a/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py b/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py new file mode 100644 index 00000000..6d69ca7f --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py @@ -0,0 +1,71 @@ +# plotter_utils/plotting/main_plot.py + +import logging +log = logging.getLogger(__name__) + +def order_backgrounds(bkg, mode="yield"): + """ + Get bkg proc type order by yield. + """ + if mode == "yield": + yields = { + p: bkg.hist[{"process_grp": [p]}].values(flow=True).sum() + for p in bkg.hist.axes["process_grp"] + } + logging.debug(f"in main_plot.order_bkg: {yields}") + return sorted(yields, key=yields.get, reverse=False) + +def get_scaled_signal(sig, bkg, mode="match_bkg"): + """ + Scale signal to bkg + """ + if mode == "match_bkg": + s = sig.total_yield() + b = bkg.total_yield() + if s > 0: + factor = b / s + return sig.hist * factor, factor + return sig.hist, 1.0 + +def draw_main_plot(ax, *, sig=None, bkg=None, data=None, proc_map=None): + """ + Draw the main kinematic distribution. + """ + + if bkg is not None: + order = order_backgrounds(bkg) + colors = [ + proc_map.background_colors[p] + for p in order + ] + logging.debug(f"in draw_main_plot: order: {order}") + logging.debug(f"in draw_main_plot: colors: {colors}") + logging.debug(f"in draw_main_plot lebel is {list(bkg.hist.axes['process_grp'])}") + bkg.hist[{"process_grp": order}].plot1d( + ax=ax, + stack=True, + histtype="fill", + color=colors, + label=list(bkg.hist.axes["process_grp"]), + ) + else: + log.warning("Background histogram missing") + + if sig is not None: + sig_plot, scale = get_scaled_signal(sig, bkg) + sig_plot.plot1d( + ax=ax, + color="red", + linewidth=2, + label=f"Signal × {scale:.1f}", + ) + logging.debug(f"in draw main plot data is {data.hist}") + if data is not None: + data.hist.plot1d( + ax=ax, + color="blue", + linewidth=2, + label="Data", + ) + + ax.legend() diff --git a/analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt b/analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt new file mode 100644 index 00000000..3cd07fd4 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt @@ -0,0 +1,165 @@ +# plotter_utils/plotting/draw.py + +import matplotlib.pyplot as plt +from plotter_utils.metrics.significance import SignificanceMetric +from plotter_utils.metrics.dataMC import DataMCMetric +from .main_plot import draw_main_plot +from .subplots import draw_metric_subplot + + + +METRIC_REGISTRY = { + "significance": SignificanceMetric, + "dataMC": DataMCMetric, +} + + +def draw( + *, + sig=None, + bkg=None, + data=None, + proc_map=None, + config=None, + title=None, +): + subplots = config["SUBPLOTS"] + ratios = config["FIG_RATIO"] + + heights = [ratios["main"]] + [ratios[s] for s in subplots] + nrows = 1 + len(subplots) + + fig, axes = plt.subplots( + nrows=nrows, + ncols=1, + figsize=(7, 3 + 2 * nrows), + gridspec_kw={"height_ratios": heights}, + sharex=True, + ) + + ax_main = axes[0] + draw_main_plot(ax_main, sig=sig, bkg=bkg, data=data, proc_map=proc_map) + ax_main.set_title(title) + + for ax, name in zip(axes[1:], subplots): + metric_cls = METRIC_REGISTRY[name] + metric = metric_cls(sig=sig, bkg=bkg, data=data) + draw_metric_subplot(ax, metric, name) + + return fig + + +# plotter_utils/plotting/main_plot.py +# main_plot is the main panel in the plot that shows the kinematic distribution, not the "main" script + +import logging +log = logging.getLogger(__name__) + +def order_backgrounds(bkg, mode="yield"): + """ + Get bkg proc type order by yield. + """ + if mode == "yield": + yields = { + p: bkg.hist[{"process_grp": [p]}].values(flow=True).sum() + for p in bkg.hist.axes["process_grp"] + } + logging.debug(f"in main_plot.order_bkg: {yields}") + return sorted(yields, key=yields.get, reverse=False) + +def get_scaled_signal(sig, bkg, mode="match_bkg"): + """ + Scale signal to bkg + """ + if mode == "match_bkg": + s = sig.total_yield() + b = bkg.total_yield() + if s > 0: + factor = b / s + return sig.hist * factor, factor + return sig.hist, 1.0 + +def draw_main_plot(ax, *, sig=None, bkg=None, data=None, proc_map=None): + """ + Draw the main kinematic distribution. + """ + + if bkg is not None: + order = order_backgrounds(bkg) + colors = [ + proc_map.background_colors[p] + for p in order + ] + logging.debug(f"in draw_main_plot: order: {order}") + logging.debug(f"in draw_main_plot: colors: {colors}") + logging.debug(f"in draw_main_plot lebel is {list(bkg.hist.axes['process_grp'])}") + bkg.hist[{"process_grp": order}].plot1d( + ax=ax, + stack=True, + histtype="fill", + color=colors, + label=list(bkg.hist.axes["process_grp"]), + ) + else: + log.warning("Background histogram missing") + + if sig is not None: + sig_plot, scale = get_scaled_signal(sig, bkg) + sig_plot.plot1d( + ax=ax, + color="red", + linewidth=2, + label=f"Signal × {scale:.1f}", + ) + logging.debug(f"in draw main plot data is {data.hist}") + if data is not None: + data.hist.plot1d( + ax=ax, + color="blue", + linewidth=2, + label="Data", + ) + + ax.legend() + +# plotter_utils/plotting/subplots.py + +import logging + +log = logging.getLogger(__name__) + + +def draw_metric_subplot(ax, metric, metric_name): + ok, missing = metric.available() + if metric.y_range: + ax.set_ylim(*metric.y_range) + + logging.debug(f"in draw_metric_subplot we have\n {metric_name}: {metric.compute().x}\n{metric.compute().y}") + + if not ok: + msg = f"{metric_name}: {missing} not available" + log.warning(msg) + ax.text( + 0.5, 0.5, msg, + ha="center", va="center", + transform=ax.transAxes, + ) + ax.set_axis_off() + return + + result = metric.compute() + + if result.yerr is not None: + ax.errorbar( + result.x, + result.y, + yerr=result.yerr, + fmt="o", + ) + else: + ax.step(result.x, result.y, where="mid") + + ax.axhline(1.0 if metric_name == "dataMC" else 0.0, + color="gray", linestyle="--") + + ax.set_ylabel(result.label) diff --git a/analysis/vbs_vvh/plotter_utils/plotting/subplots.py b/analysis/vbs_vvh/plotter_utils/plotting/subplots.py new file mode 100644 index 00000000..80f9b983 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/plotting/subplots.py @@ -0,0 +1,41 @@ +# plotter_utils/plotting/subplots.py + +import logging + +log = logging.getLogger(__name__) + + +def draw_metric_subplot(ax, metric, metric_name): + ok, missing = metric.available() + if metric.y_range: + ax.set_ylim(*metric.y_range) + + logging.debug(f"in draw_metric_subplot we have\n {metric_name}: {metric.compute().x}\n{metric.compute().y}") + + if not ok: + msg = f"{metric_name}: {missing} not available" + log.warning(msg) + ax.text( + 0.5, 0.5, msg, + ha="center", va="center", + transform=ax.transAxes, + ) + ax.set_axis_off() + return + + result = metric.compute() + + if result.yerr is not None: + ax.errorbar( + result.x, + result.y, + yerr=result.yerr, + fmt="o", + ) + else: + ax.step(result.x, result.y, where="mid") + + ax.axhline(1.0 if metric_name == "dataMC" else 0.0, + color="gray", linestyle="--") + + ax.set_ylabel(result.label) diff --git a/analysis/vbs_vvh/plotter_utils/test/test_histo_obj.py b/analysis/vbs_vvh/plotter_utils/test/test_histo_obj.py new file mode 100644 index 00000000..b4c85b39 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/test/test_histo_obj.py @@ -0,0 +1,104 @@ + +#this runs up until histo_objects + +import numpy as np + +from plotter_utils.histo_reader.loader import load_hist_collection +from plotter_utils.histo_reader.sample_info import ProcessMap,get_all_years +from plotter_utils.histo_objects import ( + SignalHist, + BackgroundHist, + DataHist, +) + +import config.plotting_config as cfg + +import logging +logging.basicConfig( + level=cfg.LOG_LEVEL, # Set the minimum level to capture INFO messages + format=cfg.LOG_FORMAT, + datefmt='%Y-%m-%d %H:%M:%S' +) + +# --------------------------------------------------------- +# 1. Load histograms the SAME way make_plot.py does +# --------------------------------------------------------- + +cutname='objsel' # change if needed +years = get_all_years() +proc_map = ProcessMap.from_csv() + + +hist_collection = load_hist_collection( + pkl_paths=['/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/histos/test/test2/test2_bkg.pkl.gz','/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/histos/test/test2/test2_sig.pkl.gz'], + proc_map=proc_map, + cutname=cutname # change if needed +) + +# Pick something simple +#var = hist_collection.variables_mc_only[0] +var = 'Higgs_pt' +view = hist_collection.views[var] + +print(f"Testing variable: {var}, category: {cutname}") + +# --------------------------------------------------------- +# 2. Process map (years + grouping) +# --------------------------------------------------------- + + +# --------------------------------------------------------- +# 3. Construct histogram objects +# --------------------------------------------------------- + +sig = SignalHist( + view["signal"], + years=years, + process_grouping={"Signal": proc_map.signal}, + coupling="nominal", # or your real coupling +) +bkg = BackgroundHist( + view["background"], + years=years, + process_grouping=proc_map.background_groups, + background_groups=list(proc_map.background_groups.keys()), +) + + +# --------------------------------------------------------- +# 4. Sanity checks (prints, not asserts) +# --------------------------------------------------------- + +print("\n--- Signal ---") +print("Total yield:", sig.total_yield()) +print("Bin count:", len(sig.values(flow=False))) +print("Has only Signal:", sig.hist.axes["process_grp"]) + +print("\n--- Background ---") +print("Total yield:", bkg.total_yield()) +print("Bin count:", len(bkg.values(flow=False))) +print("Process groups:", bkg.hist.axes["process_grp"]) + +# --------------------------------------------------------- +# 5. Numerical consistency checks +# --------------------------------------------------------- + +print("\n--- Cross checks ---") + +print("sig obj info") +print(sig,type(sig)) +print("sig methods") +print(dir(sig)) +print("bkg obj info") +print(bkg,type(bkg)) +print("bkg methods") +print(dir(bkg)) + +# No NaNs +assert not np.isnan(sig.values()).any(), "NaN in signal values" +assert not np.isnan(bkg.values()).any(), "NaN in background values" + +# Background should be >= 0 everywhere +#assert (bkg.values(flow=False) >= 0).all(), "Negative background bin!" + +print("All basic checks passed ") diff --git a/analysis/vbs_vvh/plotter_utils/test/test_import.py b/analysis/vbs_vvh/plotter_utils/test/test_import.py new file mode 100644 index 00000000..b9ee5f87 --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/test/test_import.py @@ -0,0 +1,8 @@ +import pickle, gzip +import json +import os, sys + +test_file_path = '/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/histos/test/histos/test1_hists.pkl.gz' +def test_file(): + print(f'importing test file from {test_file_path}') + return pickle.load(gzip.open(test_file_path)) \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/test/test_plotting.py b/analysis/vbs_vvh/plotter_utils/test/test_plotting.py new file mode 100644 index 00000000..26427c7a --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/test/test_plotting.py @@ -0,0 +1,111 @@ +# test_plotting.py + +import logging +from plotter_utils.histo_reader.loader import load_hist_collection +from plotter_utils.histo_reader.sample_info import ProcessMap, get_all_years +from plotter_utils.histo_objects import SignalHist, BackgroundHist, DataHist +from plotter_utils.plotting.draw import draw + + +def setup_logging(): + logging.basicConfig( + level=logging.DEBUG, + format="%(levelname)s %(name)s: %(message)s" + ) + + for noisy in [ + "matplotlib", + "matplotlib.font_manager", + "PIL", + "numpy", + "uproot", + "coffea", + "numba", + "boost_histogram", + ]: + logging.getLogger(noisy).setLevel(logging.WARNING) + +setup_logging() + +# --------------------------------------------------------- +# Minimal "config" replacement +# --------------------------------------------------------- + +SUBPLOTS = ("dataMC", "significance") +FIG_RATIO = { + "main": 3, + "dataMC": 1, + "significance": 1, +} + +CONFIG = { + "SUBPLOTS": SUBPLOTS, + "FIG_RATIO": FIG_RATIO, +} + +# --------------------------------------------------------- +# Load histograms +# --------------------------------------------------------- + +cutname = "objsel" +years = get_all_years() +proc_map = ProcessMap.from_csv() +logging.debug(f"{proc_map.background_colors}") + +hist_collection = load_hist_collection( + pkl_paths=[ + "/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/histos/test/test2/test2_bkg.pkl.gz", + "/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/histos/test/test2/test2_sig.pkl.gz", + "/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/histos/test/test2/test2_data.pkl.gz" + ], + proc_map=proc_map, + cutname=cutname, +) + +# Pick variable +var = "Higgs_pt" +view = hist_collection.views[var] + +# --------------------------------------------------------- +# Build histogram objects +# --------------------------------------------------------- + +sig = SignalHist( + view["signal"], + years=years, + process_grouping={"Signal": proc_map.signal}, + coupling="nominal", +) + +bkg = BackgroundHist( + view["background"], + years=years, + process_grouping=proc_map.background_groups, + background_groups=list(proc_map.background_groups.keys()), +) + +data = DataHist( + view["data"], + years=years, + process_grouping={"Data": proc_map.data}, +) + +logging.debug(f"in main sig {sig.hist}") +logging.debug(f"in main bkg {bkg.hist}") +logging.debug(f"in main data {data.hist}") + +# --------------------------------------------------------- +# Draw +# --------------------------------------------------------- +logging.debug(f"in test_main proc_map bkg is {proc_map.background_colors}") +fig = draw( + sig=sig, + bkg=bkg, + data=data, + proc_map=proc_map, + config=CONFIG, + title=f"{cutname} : {var}", +) + +fig.savefig(f"test_{var}.png", bbox_inches="tight") +print(f"Saved test_{var}.png") From 5a54c046bb3a5ba9a8ddaa5bf9a49f51f635f856 Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Tue, 6 Jan 2026 17:27:15 -0800 Subject: [PATCH 6/7] complete output_reader (make plot and yield.json) --- .../vbs_vvh/MET2FJ_input/all_250ptcut.cfg | 6 - ...y => analysis_processor_2FJMET_fromRDF.py} | 1 + ...handling.py => cutflow_config_handling.py} | 0 .../vbs_vvh/config/cutflows/c2v2_pt250.yaml | 26 + .../vbs_vvh/config/cutflows/test copy.yaml | 7 - analysis/vbs_vvh/config/paths.py | 2 +- analysis/vbs_vvh/config/plotting_config.py | 23 +- .../vbs_vvh/config/produce_sample_name_csv.py | 3 + analysis/vbs_vvh/config/sample_names.csv | 400 +++++----- .../test/histos/test2_plotsTopEFT.pkl.gz | Bin 1707376 -> 0 bytes .../UL16APV_bkg.json | 0 .../UL16APV_sig.json | 0 .../vbs_vvh/input_2FJMET/all_250ptcut.cfg | 6 + .../all_year.cfg | 0 .../{MET2FJ_input => input_2FJMET}/bkg.json | 0 .../bkg_250ptcut.json | 0 .../{MET2FJ_input => input_2FJMET}/data.json | 0 .../data_250ptcut.json | 3 +- .../{MET2FJ_input => input_2FJMET}/sig.json | 0 .../sig_250ptcut.json | 0 .../{MET2FJ_input => input_2FJMET}/test.cfg | 0 analysis/vbs_vvh/make_plots.py | 750 ------------------ analysis/vbs_vvh/output_reader.py | 134 ++++ .../plotter_utils/helpers/general_io.py | 102 +++ .../helpers/get_input_filename.py | 2 +- .../helpers/{funcs.py => test_funcs.py} | 4 + .../plotter_utils/histo_objects/background.py | 63 +- .../plotter_utils/histo_objects/base.py | 40 +- .../plotter_utils/histo_objects/data.py | 15 + .../histo_objects/histo_objects_script.txt | 326 -------- .../plotter_utils/histo_objects/signal.py | 14 + .../histo_reader/histo_reader_scripts.txt | 239 ------ .../plotter_utils/histo_reader/loader.py | 163 +++- .../plotter_utils/metrics/metrics_scripts.txt | 128 --- .../plotter_utils/plotting/main_plot.py | 81 +- .../plotting/plotting_scripts.txt | 165 ---- .../vbs_vvh/utils/generate_sample_names.py | 79 -- analysis/vbs_vvh/utils/tools.py | 12 - 38 files changed, 812 insertions(+), 1982 deletions(-) delete mode 100644 analysis/vbs_vvh/MET2FJ_input/all_250ptcut.cfg rename analysis/vbs_vvh/{analysis_processor_2FJMET_fromNano.py => analysis_processor_2FJMET_fromRDF.py} (99%) rename analysis/vbs_vvh/config/{config_handling.py => cutflow_config_handling.py} (100%) create mode 100644 analysis/vbs_vvh/config/cutflows/c2v2_pt250.yaml delete mode 100644 analysis/vbs_vvh/config/cutflows/test copy.yaml delete mode 100644 analysis/vbs_vvh/histos/test/histos/test2_plotsTopEFT.pkl.gz rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/UL16APV_bkg.json (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/UL16APV_sig.json (100%) create mode 100644 analysis/vbs_vvh/input_2FJMET/all_250ptcut.cfg rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/all_year.cfg (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/bkg.json (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/bkg_250ptcut.json (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/data.json (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/data_250ptcut.json (92%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/sig.json (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/sig_250ptcut.json (100%) rename analysis/vbs_vvh/{MET2FJ_input => input_2FJMET}/test.cfg (100%) delete mode 100644 analysis/vbs_vvh/make_plots.py create mode 100644 analysis/vbs_vvh/output_reader.py create mode 100644 analysis/vbs_vvh/plotter_utils/helpers/general_io.py rename analysis/vbs_vvh/plotter_utils/helpers/{funcs.py => test_funcs.py} (95%) delete mode 100644 analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt delete mode 100644 analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt delete mode 100644 analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt delete mode 100644 analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt delete mode 100644 analysis/vbs_vvh/utils/generate_sample_names.py delete mode 100644 analysis/vbs_vvh/utils/tools.py diff --git a/analysis/vbs_vvh/MET2FJ_input/all_250ptcut.cfg b/analysis/vbs_vvh/MET2FJ_input/all_250ptcut.cfg deleted file mode 100644 index 0b27dd35..00000000 --- a/analysis/vbs_vvh/MET2FJ_input/all_250ptcut.cfg +++ /dev/null @@ -1,6 +0,0 @@ -# Sig -/home/users/pyli/projects/analysis_VVH/coffea_scripts/configs/sig_250ptcut.json -# Bkg -/home/users/pyli/projects/analysis_VVH/coffea_scripts/configs/bkg_250ptcut.json -#data -#/home/users/pyli/projects/analysis_VVH/coffea_scripts/configs/data_250ptcut.json \ No newline at end of file diff --git a/analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py b/analysis/vbs_vvh/analysis_processor_2FJMET_fromRDF.py similarity index 99% rename from analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py rename to analysis/vbs_vvh/analysis_processor_2FJMET_fromRDF.py index 7aab9b1a..abeb5617 100644 --- a/analysis/vbs_vvh/analysis_processor_2FJMET_fromNano.py +++ b/analysis/vbs_vvh/analysis_processor_2FJMET_fromRDF.py @@ -18,6 +18,7 @@ class AnalysisProcessor(processor.ProcessorABC): def __init__(self, samples, wc_names_lst=[], n_minus_1=False,project=None, cutflow_name=None): + print('debug',project,cutflow_name) if cutflow_name is None: print(f"default cutflow is used.") diff --git a/analysis/vbs_vvh/config/config_handling.py b/analysis/vbs_vvh/config/cutflow_config_handling.py similarity index 100% rename from analysis/vbs_vvh/config/config_handling.py rename to analysis/vbs_vvh/config/cutflow_config_handling.py diff --git a/analysis/vbs_vvh/config/cutflows/c2v2_pt250.yaml b/analysis/vbs_vvh/config/cutflows/c2v2_pt250.yaml new file mode 100644 index 00000000..aa61650f --- /dev/null +++ b/analysis/vbs_vvh/config/cutflows/c2v2_pt250.yaml @@ -0,0 +1,26 @@ +preselection: + all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers == 1)' + MET_trigger: '(events.Pass_MetTriggers == 1)' + nGoodAK8geq2: '(events.nGoodAK8 >= 2)' + has_vbs_pair: 'ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' + MET_pt_presel: '(events.Met_pt > 100)' + MET_signif_presel: '(events.Met_significance > 20)' + loose_HScore: '(events.HiggsScore > 0.1)' + loose_VScore: '(events.V1Score > 0.1)' + ak4_bveto: '(events.Pass_NoAK4BJet == 1)' + +tight: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + HMET_dphi_p6: '(var["HMET_dphi"] >0.6)' + V1MET_dphi_p6: '(var["V1MET_dphi"] >0.6)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.6)' + +no_metsignif: + objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt > 100) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1) & (events.nGoodAK8 >= 2)' + MET_pt_250: '(events.Met_pt > 250)' + HMET_dphi_p6: '(var["HMET_dphi"] >0.6)' + V1MET_dphi_p6: '(var["V1MET_dphi"] >0.6)' + Hscore: '(events.HiggsScore > 0.6)' + V1score: '(events.V1Score > 0.6)' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/cutflows/test copy.yaml b/analysis/vbs_vvh/config/cutflows/test copy.yaml deleted file mode 100644 index dae2e7c7..00000000 --- a/analysis/vbs_vvh/config/cutflows/test copy.yaml +++ /dev/null @@ -1,7 +0,0 @@ -test1: - all_events: '(events.Pass_MetTriggers == 1) | ~(events.Pass_MetTriggers - == 1)' - objsel: '(events.Pass_MetTriggers == 1) & (events.Met_pt - > 100) & (events.Met_significance > 20) & (events.Pass_NoAK4BJet == 1) & (events.HiggsScore - > 0.1) & (events.V1Score > 0.1) & ak.all(events.vbs_idx_max_Mjj > -1, axis=1)' - tight_cut: '(events.Met_pt > 500) & (var["vbsj_deta"]>2.5) & (events.HiggsScore > 0.6) & (events.V1Score > 0.6)' \ No newline at end of file diff --git a/analysis/vbs_vvh/config/paths.py b/analysis/vbs_vvh/config/paths.py index 45931a64..bd483242 100644 --- a/analysis/vbs_vvh/config/paths.py +++ b/analysis/vbs_vvh/config/paths.py @@ -8,7 +8,7 @@ #var stuffs basic_cutflow = f'{cutflow_yamls_dir}/test.yaml' -from config.config_handling import get_cutflow +from config.cutflow_config_handling import get_cutflow objsel_cf = get_cutflow(basic_cutflow,'test1') default_cutflow_yaml = f'{cutflow_yamls_dir}/all.yaml' default_output_dir = './' diff --git a/analysis/vbs_vvh/config/plotting_config.py b/analysis/vbs_vvh/config/plotting_config.py index 0abc4ea3..ad2361cd 100644 --- a/analysis/vbs_vvh/config/plotting_config.py +++ b/analysis/vbs_vvh/config/plotting_config.py @@ -1,10 +1,25 @@ -PROC_MAP_CSV = "config/sample_map.csv" -DEFAULT_OUTPUT_DIR = "plots/" +# config/plotting_config.py + +PROC_MAP_CSV = "config/sample_names.csv" +REF_VAR = 'nGoodAK8' # var for getting yield and stuff + +SIG_COLOR = "red" +DATA_COLOR = "blue" + +DEFAULT_OUTPUT_DIRNAME = "plots" + LOG_LEVEL = "INFO" -#LOG_FORMAT = '%(asctime)s - %(message)s' -LOG_FORMAT = '%(message)s' +LOG_FORMAT = "%(message)s" FIGURE_STYLE = { "figsize": (6, 5), "dpi": 120, } + +SUBPLOTS = ("dataMC", "significance") + +FIG_RATIO = { + "main": 4, + "dataMC": 1, + "significance": 1, +} diff --git a/analysis/vbs_vvh/config/produce_sample_name_csv.py b/analysis/vbs_vvh/config/produce_sample_name_csv.py index 64fd669b..bc2acb42 100644 --- a/analysis/vbs_vvh/config/produce_sample_name_csv.py +++ b/analysis/vbs_vvh/config/produce_sample_name_csv.py @@ -1,3 +1,6 @@ +# for producing process map (sample_name.csv) that links process to bkg type +# use for plotting + import os import json import csv diff --git a/analysis/vbs_vvh/config/sample_names.csv b/analysis/vbs_vvh/config/sample_names.csv index 9df392e7..0cb90a5f 100644 --- a/analysis/vbs_vvh/config/sample_names.csv +++ b/analysis/vbs_vvh/config/sample_names.csv @@ -15,206 +15,206 @@ sample_year,sample_category,sample_type,sample_name,xsec,lumi,sumws,sample_code, 2016postVFP,sig,ZZH,VBSZZH_VBSCuts,0.001132,16.81,98400.0,03,tomato 2017,sig,ZZH,VBSZZH_VBSCuts,0.001132,41.529,99800.0,03,tomato 2018,sig,ZZH,VBSZZH_VBSCuts,0.001132,59.7,99400.0,03,tomato -2016preVFP,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,19.52,4999000.0,10,skyblue -2016postVFP,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,16.81,4998130.0,10,skyblue -2017,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,41.529,7874000.0,10,skyblue -2018,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,59.7,9655000.0,10,skyblue -2016preVFP,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,19.52,4943000.0,11,skyblue -2016postVFP,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,16.81,4998122.0,11,skyblue -2017,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,41.529,7994000.0,11,skyblue -2018,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,59.7,9991000.0,11,skyblue -2016preVFP,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,19.52,500000.0,12,skyblue -2016postVFP,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,16.81,453000.0,12,skyblue -2017,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,41.529,579000.0,12,skyblue -2018,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,59.7,1000000.0,12,skyblue -2016preVFP,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,19.52,1450000.0,13,skyblue -2016postVFP,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,16.81,1500000.0,13,skyblue -2017,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,41.529,2976000.0,13,skyblue -2018,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,59.7,2645000.0,13,skyblue -2016preVFP,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,19.52,4979000.0,14,skyblue -2016postVFP,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,16.81,4928082.0,14,skyblue -2017,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,41.529,8000000.0,14,skyblue -2018,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,59.7,9985000.0,14,skyblue -2016preVFP,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,19.52,30747.70926882,15,skyblue -2016postVFP,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,16.81,28529.296494900005,15,skyblue -2017,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,41.529,31195.062866480002,15,skyblue -2018,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,59.7,29237.15565968,15,skyblue -2016preVFP,bkg,Other,VHToNonbb_M125,2.207,19.52,2561276.2952920003,16,orchid -2016postVFP,bkg,Other,VHToNonbb_M125,2.207,16.81,1917613.6729720004,16,orchid -2017,bkg,Other,VHToNonbb_M125,2.207,41.529,5066302.999084999,16,orchid -2018,bkg,Other,VHToNonbb_M125,2.207,59.7,7023767.516864001,16,orchid -2016preVFP,bkg,Other,WWTo1L1Nu2Q_4f,51.65,19.52,1691013737.80942,17,orchid -2016postVFP,bkg,Other,WWTo1L1Nu2Q_4f,51.65,16.81,1684137687.5030298,17,orchid -2017,bkg,Other,WWTo1L1Nu2Q_4f,51.65,41.529,3364342782.3126493,17,orchid -2018,bkg,Other,WWTo1L1Nu2Q_4f,51.65,59.7,3393645436.41983,17,orchid -2016preVFP,bkg,Other,WWTo4Q_4f,51.79,19.52,1672345627.9435396,18,orchid -2016postVFP,bkg,Other,WWTo4Q_4f,51.79,16.81,1691051698.51794,18,orchid -2017,bkg,Other,WWTo4Q_4f,51.79,41.529,3366860424.1632786,18,orchid -2018,bkg,Other,WWTo4Q_4f,51.79,59.7,3375431134.00944,18,orchid -2016preVFP,bkg,Other,WWW_4F,0.2086,19.52,1120296.2527460596,19,orchid -2016postVFP,bkg,Other,WWW_4F,0.2086,16.81,897983.0426318999,19,orchid -2017,bkg,Other,WWW_4F,0.2086,41.529,2127100.3534672004,19,orchid -2018,bkg,Other,WWW_4F,0.2086,59.7,2135751.021314641,19,orchid -2016preVFP,bkg,Other,WWZ_4F,0.1651,19.52,866227.8943972798,110,orchid -2016postVFP,bkg,Other,WWZ_4F,0.1651,16.81,784713.6799941598,110,orchid -2017,bkg,Other,WWZ_4F,0.1651,41.529,30386.291709359997,110,orchid -2018,bkg,Other,WWZ_4F,0.1651,59.7,1701326.7746178,110,orchid -2016preVFP,bkg,Other,WZTo1L1Nu2Q_4f,49.997,19.52,55837849.198033005,111,orchid -2016postVFP,bkg,Other,WZTo1L1Nu2Q_4f,49.997,16.81,55731090.928037,111,orchid -2017,bkg,Other,WZTo1L1Nu2Q_4f,49.997,41.529,110858039.00628796,111,orchid -2018,bkg,Other,WZTo1L1Nu2Q_4f,49.997,59.7,111635546.18117303,111,orchid -2016preVFP,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,19.52,150461589.64956802,112,orchid -2016postVFP,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,16.81,129756627.88206398,112,orchid -2017,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,41.529,279011957.77799195,112,orchid -2018,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,59.7,274146243.456856,112,orchid -2016preVFP,bkg,Other,WZZ,0.05565,19.52,308416.900468794,113,orchid -2016postVFP,bkg,Other,WZZ,0.05565,16.81,239577.66254908202,113,orchid -2017,bkg,Other,WZZ,0.05565,41.529,565804.4159150762,113,orchid -2018,bkg,Other,WZZ,0.05565,59.7,571468.6796678341,113,orchid -2016preVFP,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,19.52,456328.808984,114,orchid -2016postVFP,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,16.81,396666.03461200005,114,orchid -2017,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,41.529,838429.3056330001,114,orchid -2018,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,59.7,862915.6701140001,114,orchid -2016preVFP,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,19.52,745714.0028800002,115,orchid -2016postVFP,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,16.81,630589.0213000001,115,orchid -2017,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,41.529,1379069.7327400006,115,orchid -2018,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,59.7,1377077.4378200006,115,orchid -2016preVFP,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,19.52,3031835.56525,116,orchid -2016postVFP,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,16.81,2574972.266824,116,orchid -2017,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,41.529,5523315.584057998,116,orchid -2018,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,59.7,5611322.638808001,116,orchid -2016preVFP,bkg,Other,ZZTo2Nu2Q_5f,4.58725,19.52,18741128.384986002,117,orchid -2016postVFP,bkg,Other,ZZTo2Nu2Q_5f,4.58725,16.81,18744054.077794,117,orchid -2017,bkg,Other,ZZTo2Nu2Q_5f,4.58725,41.529,37461109.65704401,117,orchid -2018,bkg,Other,ZZTo2Nu2Q_5f,4.58725,59.7,37590250.764148004,117,orchid -2016preVFP,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,19.52,88594639.63439178,118,orchid -2016postVFP,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,16.81,75775135.8073346,118,orchid -2017,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,41.529,162895522.45623606,118,orchid -2018,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,59.7,161924457.81939876,118,orchid -2016preVFP,bkg,Other,ZZTo4Q_5f,3.451,19.52,7087208.439165003,119,orchid -2016postVFP,bkg,Other,ZZTo4Q_5f,3.451,16.81,7271593.462734001,119,orchid -2017,bkg,Other,ZZTo4Q_5f,3.451,41.529,14363539.312917003,119,orchid -2018,bkg,Other,ZZTo4Q_5f,3.451,59.7,14508182.721835006,119,orchid -2016preVFP,bkg,Other,ZZZ,0.01398,19.52,78317.0634226,120,orchid -2016postVFP,bkg,Other,ZZZ,0.01398,16.81,66938.69670588801,120,orchid -2017,bkg,Other,ZZZ,0.01398,41.529,140629.403262712,120,orchid -2018,bkg,Other,ZZZ,0.01398,59.7,146027.50457004798,120,orchid -2016preVFP,bkg,QCD,QCD_HT1000to1500,1206.0,19.52,4773503.0,121,lightcyan -2016postVFP,bkg,QCD,QCD_HT1000to1500,1206.0,16.81,4365993.0,121,lightcyan -2017,bkg,QCD,QCD_HT1000to1500,1206.0,41.529,10186734.0,121,lightcyan -2018,bkg,QCD,QCD_HT1000to1500,1206.0,59.7,14394786.0,121,lightcyan -2016preVFP,bkg,QCD,QCD_HT100to200,27849880.0,19.52,26312661.0,122,lightcyan -2016postVFP,bkg,QCD,QCD_HT100to200,27849880.0,16.81,23717410.0,122,lightcyan -2017,bkg,QCD,QCD_HT100to200,27849880.0,41.529,54381393.0,122,lightcyan -2018,bkg,QCD,QCD_HT100to200,27849880.0,59.7,84434559.0,122,lightcyan -2016preVFP,bkg,QCD,QCD_HT1500to2000,98.71,19.52,3503675.0,123,lightcyan -2016postVFP,bkg,QCD,QCD_HT1500to2000,98.71,16.81,3003707.0,123,lightcyan -2017,bkg,QCD,QCD_HT1500to2000,98.71,41.529,7701876.0,123,lightcyan -2018,bkg,QCD,QCD_HT1500to2000,98.71,59.7,10411831.0,123,lightcyan -2016preVFP,bkg,QCD,QCD_HT2000toInf,20.2,19.52,1629000.0,124,lightcyan -2016postVFP,bkg,QCD,QCD_HT2000toInf,20.2,16.81,1847781.0,124,lightcyan -2017,bkg,QCD,QCD_HT2000toInf,20.2,41.529,4112573.0,124,lightcyan -2018,bkg,QCD,QCD_HT2000toInf,20.2,59.7,5374711.0,124,lightcyan -2016preVFP,bkg,QCD,QCD_HT200to300,1716997.0,19.52,16524587.0,125,lightcyan -2016postVFP,bkg,QCD,QCD_HT200to300,1716997.0,16.81,17569141.0,125,lightcyan -2017,bkg,QCD,QCD_HT200to300,1716997.0,41.529,42714435.0,125,lightcyan -2018,bkg,QCD,QCD_HT200to300,1716997.0,59.7,57336623.0,125,lightcyan -2016preVFP,bkg,QCD,QCD_HT300to500,351302.0,19.52,15341307.0,126,lightcyan -2016postVFP,bkg,QCD,QCD_HT300to500,351302.0,16.81,16747056.0,126,lightcyan -2017,bkg,QCD,QCD_HT300to500,351302.0,41.529,43429979.0,126,lightcyan -2018,bkg,QCD,QCD_HT300to500,351302.0,59.7,61609663.0,126,lightcyan -2016preVFP,bkg,QCD,QCD_HT500to700,31630.0,19.52,15775001.0,127,lightcyan -2016postVFP,bkg,QCD,QCD_HT500to700,31630.0,16.81,14212819.0,127,lightcyan -2017,bkg,QCD,QCD_HT500to700,31630.0,41.529,36194860.0,127,lightcyan -2018,bkg,QCD,QCD_HT500to700,31630.0,59.7,49184771.0,127,lightcyan -2016preVFP,bkg,QCD,QCD_HT50to100,185300000.0,19.52,12233035.0,128,lightcyan -2016postVFP,bkg,QCD,QCD_HT50to100,185300000.0,16.81,11197186.0,128,lightcyan -2017,bkg,QCD,QCD_HT50to100,185300000.0,41.529,26243010.0,128,lightcyan -2018,bkg,QCD,QCD_HT50to100,185300000.0,59.7,38599389.0,128,lightcyan -2016preVFP,bkg,QCD,QCD_HT700to1000,6802.0,19.52,15808790.0,129,lightcyan -2016postVFP,bkg,QCD,QCD_HT700to1000,6802.0,16.81,13750537.0,129,lightcyan -2017,bkg,QCD,QCD_HT700to1000,6802.0,41.529,32934816.0,129,lightcyan -2018,bkg,QCD,QCD_HT700to1000,6802.0,59.7,48506751.0,129,lightcyan -2016preVFP,bkg,ST,ST_t-channel_antitop_4f_InclusiveDecays,80.95,19.52,1983864521.5964818,130,lightsteelblue -2016postVFP,bkg,ST,ST_t-channel_antitop_4f_InclusiveDecays,80.95,16.81,1957283270.7582045,130,lightsteelblue -2017,bkg,ST,ST_t-channel_antitop_4f_InclusiveDecays,80.95,41.529,4462869081.826046,130,lightsteelblue -2018,bkg,ST,ST_t-channel_antitop_4f_InclusiveDecays,80.95,59.7,6114949908.582957,130,lightsteelblue -2016preVFP,bkg,ST,ST_t-channel_top_4f_InclusiveDecays,136.02,19.52,5948135224.056,131,lightsteelblue -2016postVFP,bkg,ST,ST_t-channel_top_4f_InclusiveDecays,136.02,16.81,6703802049.126,131,lightsteelblue -2017,bkg,ST,ST_t-channel_top_4f_InclusiveDecays,136.02,41.529,13808000809.116,131,lightsteelblue -2018,bkg,ST,ST_t-channel_top_4f_InclusiveDecays,136.02,59.7,18955983507.893997,131,lightsteelblue -2016preVFP,bkg,ST,ST_tW_antitop_5f_inclusiveDecays,19.559,19.52,74766343.79400003,132,lightsteelblue -2016postVFP,bkg,ST,ST_tW_antitop_5f_inclusiveDecays,19.559,16.81,83024149.93800001,132,lightsteelblue -2017,bkg,ST,ST_tW_antitop_5f_inclusiveDecays,19.559,41.529,184446313.3,132,lightsteelblue -2018,bkg,ST,ST_tW_antitop_5f_inclusiveDecays,19.559,59.7,251902163.21,132,lightsteelblue -2016preVFP,bkg,ST,ST_tW_top_5f_inclusiveDecays,19.559,19.52,74624666.33600001,133,lightsteelblue -2016postVFP,bkg,ST,ST_tW_top_5f_inclusiveDecays,19.559,16.81,80821432.59200002,133,lightsteelblue -2017,bkg,ST,ST_tW_top_5f_inclusiveDecays,19.559,41.529,183284888.00640002,133,lightsteelblue -2018,bkg,ST,ST_tW_top_5f_inclusiveDecays,19.559,59.7,258137398.5808,133,lightsteelblue -2016preVFP,bkg,WJets,WJetsToQQ_HT-200to400,2549.0,19.52,8000572.0,134,darkorange -2016postVFP,bkg,WJets,WJetsToQQ_HT-200to400,2549.0,16.81,7065076.0,134,darkorange -2017,bkg,WJets,WJetsToQQ_HT-200to400,2549.0,41.529,15968057.0,134,darkorange -2018,bkg,WJets,WJetsToQQ_HT-200to400,2549.0,59.7,14494966.0,134,darkorange -2016preVFP,bkg,WJets,WJetsToQQ_HT-400to600,276.5,19.52,5153588.0,135,darkorange -2016postVFP,bkg,WJets,WJetsToQQ_HT-400to600,276.5,16.81,4455853.0,135,darkorange -2017,bkg,WJets,WJetsToQQ_HT-400to600,276.5,41.529,9927793.0,135,darkorange -2018,bkg,WJets,WJetsToQQ_HT-400to600,276.5,59.7,9335298.0,135,darkorange -2016preVFP,bkg,WJets,WJetsToQQ_HT-600to800,59.25,19.52,7673043.0,136,darkorange -2016postVFP,bkg,WJets,WJetsToQQ_HT-600to800,59.25,16.81,6804490.0,136,darkorange -2017,bkg,WJets,WJetsToQQ_HT-600to800,59.25,41.529,14510253.0,136,darkorange -2018,bkg,WJets,WJetsToQQ_HT-600to800,59.25,59.7,13633226.0,136,darkorange -2016preVFP,bkg,WJets,WJetsToQQ_HT-800toInf,28.75,19.52,7758476.0,137,darkorange -2016postVFP,bkg,WJets,WJetsToQQ_HT-800toInf,28.75,16.81,6769101.0,137,darkorange -2017,bkg,WJets,WJetsToQQ_HT-800toInf,28.75,41.529,14722417.0,137,darkorange -2018,bkg,WJets,WJetsToQQ_HT-800toInf,28.75,59.7,13581343.0,137,darkorange -2016preVFP,bkg,ZJets,ZJetsToQQ_HT-200to400,1012.0,19.52,8750744.0,138,lightyellow -2016postVFP,bkg,ZJets,ZJetsToQQ_HT-200to400,1012.0,16.81,7285673.0,138,lightyellow -2017,bkg,ZJets,ZJetsToQQ_HT-200to400,1012.0,41.529,15256299.0,138,lightyellow -2018,bkg,ZJets,ZJetsToQQ_HT-200to400,1012.0,59.7,15002757.0,138,lightyellow -2016preVFP,bkg,ZJets,ZJetsToQQ_HT-400to600,114.2,19.52,7709128.0,139,lightyellow -2016postVFP,bkg,ZJets,ZJetsToQQ_HT-400to600,114.2,16.81,6942718.0,139,lightyellow -2017,bkg,ZJets,ZJetsToQQ_HT-400to600,114.2,41.529,14884962.0,139,lightyellow -2018,bkg,ZJets,ZJetsToQQ_HT-400to600,114.2,59.7,13930474.0,139,lightyellow -2016preVFP,bkg,ZJets,ZJetsToQQ_HT-600to800,25.34,19.52,6093849.0,140,lightyellow -2016postVFP,bkg,ZJets,ZJetsToQQ_HT-600to800,25.34,16.81,5529896.0,140,lightyellow -2017,bkg,ZJets,ZJetsToQQ_HT-600to800,25.34,41.529,11702567.0,140,lightyellow -2018,bkg,ZJets,ZJetsToQQ_HT-600to800,25.34,59.7,12029507.0,140,lightyellow -2016preVFP,bkg,ZJets,ZJetsToQQ_HT-800toInf,12.99,19.52,3726992.0,141,lightyellow -2016postVFP,bkg,ZJets,ZJetsToQQ_HT-800toInf,12.99,16.81,4388402.0,141,lightyellow -2017,bkg,ZJets,ZJetsToQQ_HT-800toInf,12.99,41.529,9400574.0,141,lightyellow -2018,bkg,ZJets,ZJetsToQQ_HT-800toInf,12.99,59.7,9681521.0,141,lightyellow -2016preVFP,bkg,ttbar,TTToHadronic,377.96,19.52,30530922535.48401,142,mediumturquoise -2016postVFP,bkg,ttbar,TTToHadronic,377.96,16.81,33608820216.924007,142,mediumturquoise -2017,bkg,ttbar,TTToHadronic,377.96,41.529,73140765879.47005,142,mediumturquoise -2018,bkg,ttbar,TTToHadronic,377.96,59.7,104910439190.40399,142,mediumturquoise -2016preVFP,bkg,ttbar,TTToSemiLeptonic,365.34,19.52,39772305735.140015,143,mediumturquoise -2016postVFP,bkg,ttbar,TTToSemiLeptonic,365.34,16.81,43548253725.28402,143,mediumturquoise -2017,bkg,ttbar,TTToSemiLeptonic,365.34,41.529,104129959042.42807,143,mediumturquoise -2018,bkg,ttbar,TTToSemiLeptonic,365.34,59.7,143354137521.54007,143,mediumturquoise -2016preVFP,bkg,ttx,TTWJetsToQQ,0.4377,19.52,184218.52841280002,144,cadetblue -2016postVFP,bkg,ttx,TTWJetsToQQ,0.4377,16.81,209107.00335840002,144,cadetblue -2017,bkg,ttx,TTWJetsToQQ,0.4377,41.529,444333.9716704001,144,cadetblue -2018,bkg,ttx,TTWJetsToQQ,0.4377,59.7,656374.2728368,144,cadetblue -2016preVFP,bkg,ttx,TTWW,0.0115,19.52,278000.0,145,cadetblue -2016postVFP,bkg,ttx,TTWW,0.0115,16.81,309000.0,145,cadetblue -2017,bkg,ttx,TTWW,0.0115,41.529,698000.0,145,cadetblue -2018,bkg,ttx,TTWW,0.0115,59.7,944000.0,145,cadetblue -2016preVFP,bkg,ttx,TTWZ,0.003884,19.52,140000.0,146,cadetblue -2016postVFP,bkg,ttx,TTWZ,0.003884,16.81,159000.0,146,cadetblue -2017,bkg,ttx,TTWZ,0.003884,41.529,350000.0,146,cadetblue -2018,bkg,ttx,TTWZ,0.003884,59.7,498000.0,146,cadetblue -2016preVFP,bkg,ttx,TTbb_4f_TTToHadronic,377.96,19.52,46015105.035600014,147,cadetblue -2016postVFP,bkg,ttx,TTbb_4f_TTToHadronic,377.96,16.81,51913709.81100002,147,cadetblue -2017,bkg,ttx,TTbb_4f_TTToHadronic,377.96,41.529,113736166.15320003,147,cadetblue -2018,bkg,ttx,TTbb_4f_TTToHadronic,377.96,59.7,160749265.96440002,147,cadetblue -2016preVFP,bkg,ttx,ttHToNonbb_M125,0.215,19.52,990602.6741519999,148,cadetblue -2016postVFP,bkg,ttx,ttHToNonbb_M125,0.215,16.81,1122813.932604,148,cadetblue -2017,bkg,ttx,ttHToNonbb_M125,0.215,41.529,2540302.943178,148,cadetblue -2018,bkg,ttx,ttHToNonbb_M125,0.215,59.7,3671562.4015979995,148,cadetblue -2016preVFP,bkg,ttx,ttHTobb_M125,0.1279,19.52,2315362.28742,149,cadetblue -2016postVFP,bkg,ttx,ttHTobb_M125,0.1279,16.81,2473448.328624,149,cadetblue -2017,bkg,ttx,ttHTobb_M125,0.1279,41.529,3919780.948356,149,cadetblue -2018,bkg,ttx,ttHTobb_M125,0.1279,59.7,4843451.7560519995,149,cadetblue +2016preVFP,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,19.52,4999000.0,10,"#ff8800" +2016postVFP,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,16.81,4998130.0,10,"#ff8800" +2017,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,41.529,7874000.0,10,"#ff8800" +2018,bkg,EWK,EWKWminus2Jets_WToQQ_dipoleRecoilOn,10.67,59.7,9655000.0,10,"#ff8800" +2016preVFP,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,19.52,4943000.0,11,"#ff8800" +2016postVFP,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,16.81,4998122.0,11,"#ff8800" +2017,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,41.529,7994000.0,11,"#ff8800" +2018,bkg,EWK,EWKWplus2Jets_WToQQ_dipoleRecoilOn,10.67,59.7,9991000.0,11,"#ff8800" +2016preVFP,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,19.52,500000.0,12,"#ff8800" +2016postVFP,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,16.81,453000.0,12,"#ff8800" +2017,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,41.529,579000.0,12,"#ff8800" +2018,bkg,EWK,EWKZ2Jets_ZToLL_M-50,6.22,59.7,1000000.0,12,"#ff8800" +2016preVFP,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,19.52,1450000.0,13,"#ff8800" +2016postVFP,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,16.81,1500000.0,13,"#ff8800" +2017,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,41.529,2976000.0,13,"#ff8800" +2018,bkg,EWK,EWKZ2Jets_ZToNuNu_M-50,10.72,59.7,2645000.0,13,"#ff8800" +2016preVFP,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,19.52,4979000.0,14,"#ff8800" +2016postVFP,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,16.81,4928082.0,14,"#ff8800" +2017,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,41.529,8000000.0,14,"#ff8800" +2018,bkg,EWK,EWKZ2Jets_ZToQQ_dipoleRecoilOn,10.67,59.7,9985000.0,14,"#ff8800" +2016preVFP,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,19.52,30747.70926882,15,"#ff8800" +2016postVFP,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,16.81,28529.296494900005,15,"#ff8800" +2017,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,41.529,31195.062866480002,15,"#ff8800" +2018,bkg,EWK,WZJJ_EWK_InclusivePolarization,0.01701,59.7,29237.15565968,15,"#ff8800" +2016preVFP,bkg,Other,VHToNonbb_M125,2.207,19.52,2561276.2952920003,16,"#ffee00" +2016postVFP,bkg,Other,VHToNonbb_M125,2.207,16.81,1917613.6729720004,16,"#ffee00" +2017,bkg,Other,VHToNonbb_M125,2.207,41.529,5066302.999084999,16,"#ffee00" +2018,bkg,Other,VHToNonbb_M125,2.207,59.7,7023767.516864001,16,"#ffee00" +2016preVFP,bkg,Other,WWTo1L1Nu2Q_4f,51.65,19.52,1691013737.80942,17,"#ffee00" +2016postVFP,bkg,Other,WWTo1L1Nu2Q_4f,51.65,16.81,1684137687.5030298,17,"#ffee00" +2017,bkg,Other,WWTo1L1Nu2Q_4f,51.65,41.529,3364342782.3126493,17,"#ffee00" +2018,bkg,Other,WWTo1L1Nu2Q_4f,51.65,59.7,3393645436.41983,17,"#ffee00" +2016preVFP,bkg,Other,WWTo4Q_4f,51.79,19.52,1672345627.9435396,18,"#ffee00" +2016postVFP,bkg,Other,WWTo4Q_4f,51.79,16.81,1691051698.51794,18,"#ffee00" +2017,bkg,Other,WWTo4Q_4f,51.79,41.529,3366860424.1632786,18,"#ffee00" +2018,bkg,Other,WWTo4Q_4f,51.79,59.7,3375431134.00944,18,"#ffee00" +2016preVFP,bkg,Other,WWW_4F,0.2086,19.52,1120296.2527460596,19,"#ffee00" +2016postVFP,bkg,Other,WWW_4F,0.2086,16.81,897983.0426318999,19,"#ffee00" +2017,bkg,Other,WWW_4F,0.2086,41.529,2127100.3534672004,19,"#ffee00" +2018,bkg,Other,WWW_4F,0.2086,59.7,2135751.021314641,19,"#ffee00" +2016preVFP,bkg,Other,WWZ_4F,0.1651,19.52,866227.8943972798,110,"#ffee00" +2016postVFP,bkg,Other,WWZ_4F,0.1651,16.81,784713.6799941598,110,"#ffee00" +2017,bkg,Other,WWZ_4F,0.1651,41.529,30386.291709359997,110,"#ffee00" +2018,bkg,Other,WWZ_4F,0.1651,59.7,1701326.7746178,110,"#ffee00" +2016preVFP,bkg,Other,WZTo1L1Nu2Q_4f,49.997,19.52,55837849.198033005,111,"#ffee00" +2016postVFP,bkg,Other,WZTo1L1Nu2Q_4f,49.997,16.81,55731090.928037,111,"#ffee00" +2017,bkg,Other,WZTo1L1Nu2Q_4f,49.997,41.529,110858039.00628796,111,"#ffee00" +2018,bkg,Other,WZTo1L1Nu2Q_4f,49.997,59.7,111635546.18117303,111,"#ffee00" +2016preVFP,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,19.52,150461589.64956802,112,"#ffee00" +2016postVFP,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,16.81,129756627.88206398,112,"#ffee00" +2017,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,41.529,279011957.77799195,112,"#ffee00" +2018,bkg,Other,WZTo2Q2L_mllmin4p0,5.6,59.7,274146243.456856,112,"#ffee00" +2016preVFP,bkg,Other,WZZ,0.05565,19.52,308416.900468794,113,"#ffee00" +2016postVFP,bkg,Other,WZZ,0.05565,16.81,239577.66254908202,113,"#ffee00" +2017,bkg,Other,WZZ,0.05565,41.529,565804.4159150762,113,"#ffee00" +2018,bkg,Other,WZZ,0.05565,59.7,571468.6796678341,113,"#ffee00" +2016preVFP,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,19.52,456328.808984,114,"#ffee00" +2016postVFP,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,16.81,396666.03461200005,114,"#ffee00" +2017,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,41.529,838429.3056330001,114,"#ffee00" +2018,bkg,Other,WminusH_HToBB_WToLNu_M-125,0.04901236122,59.7,862915.6701140001,114,"#ffee00" +2016preVFP,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,19.52,745714.0028800002,115,"#ffee00" +2016postVFP,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,16.81,630589.0213000001,115,"#ffee00" +2017,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,41.529,1379069.7327400006,115,"#ffee00" +2018,bkg,Other,WplusH_HToBB_WToLNu_M-125,0.08487599411,59.7,1377077.4378200006,115,"#ffee00" +2016preVFP,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,19.52,3031835.56525,116,"#ffee00" +2016postVFP,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,16.81,2574972.266824,116,"#ffee00" +2017,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,41.529,5523315.584057998,116,"#ffee00" +2018,bkg,Other,ZH_HToBB_ZToQQ_M-125,0.1713336282,59.7,5611322.638808001,116,"#ffee00" +2016preVFP,bkg,Other,ZZTo2Nu2Q_5f,4.58725,19.52,18741128.384986002,117,"#ffee00" +2016postVFP,bkg,Other,ZZTo2Nu2Q_5f,4.58725,16.81,18744054.077794,117,"#ffee00" +2017,bkg,Other,ZZTo2Nu2Q_5f,4.58725,41.529,37461109.65704401,117,"#ffee00" +2018,bkg,Other,ZZTo2Nu2Q_5f,4.58725,59.7,37590250.764148004,117,"#ffee00" +2016preVFP,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,19.52,88594639.63439178,118,"#ffee00" +2016postVFP,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,16.81,75775135.8073346,118,"#ffee00" +2017,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,41.529,162895522.45623606,118,"#ffee00" +2018,bkg,Other,ZZTo2Q2L_mllmin4p0,3.28,59.7,161924457.81939876,118,"#ffee00" +2016preVFP,bkg,Other,ZZTo4Q_5f,3.451,19.52,7087208.439165003,119,"#ffee00" +2016postVFP,bkg,Other,ZZTo4Q_5f,3.451,16.81,7271593.462734001,119,"#ffee00" +2017,bkg,Other,ZZTo4Q_5f,3.451,41.529,14363539.312917003,119,"#ffee00" +2018,bkg,Other,ZZTo4Q_5f,3.451,59.7,14508182.721835006,119,"#ffee00" +2016preVFP,bkg,Other,ZZZ,0.01398,19.52,78317.0634226,120,"#ffee00" +2016postVFP,bkg,Other,ZZZ,0.01398,16.81,66938.69670588801,120,"#ffee00" +2017,bkg,Other,ZZZ,0.01398,41.529,140629.403262712,120,"#ffee00" +2018,bkg,Other,ZZZ,0.01398,59.7,146027.50457004798,120,"#ffee00" +2016preVFP,bkg,QCD,QCD_HT1000to1500,1206.0,19.52,4773503.0,121,"#a3d42f" 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+/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/input_2FJMET/sig_250ptcut.json +# Bkg +/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/input_2FJMET/bkg_250ptcut.json +#data +/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/input_2FJMET/data_250ptcut.json \ No newline at end of file diff --git a/analysis/vbs_vvh/MET2FJ_input/all_year.cfg b/analysis/vbs_vvh/input_2FJMET/all_year.cfg similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/all_year.cfg rename to analysis/vbs_vvh/input_2FJMET/all_year.cfg diff --git a/analysis/vbs_vvh/MET2FJ_input/bkg.json b/analysis/vbs_vvh/input_2FJMET/bkg.json similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/bkg.json rename to analysis/vbs_vvh/input_2FJMET/bkg.json diff --git a/analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json b/analysis/vbs_vvh/input_2FJMET/bkg_250ptcut.json similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/bkg_250ptcut.json rename to analysis/vbs_vvh/input_2FJMET/bkg_250ptcut.json diff --git a/analysis/vbs_vvh/MET2FJ_input/data.json b/analysis/vbs_vvh/input_2FJMET/data.json similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/data.json rename to analysis/vbs_vvh/input_2FJMET/data.json diff --git a/analysis/vbs_vvh/MET2FJ_input/data_250ptcut.json b/analysis/vbs_vvh/input_2FJMET/data_250ptcut.json similarity index 92% rename from analysis/vbs_vvh/MET2FJ_input/data_250ptcut.json rename to analysis/vbs_vvh/input_2FJMET/data_250ptcut.json index 0bfb4728..9e45af7f 100644 --- a/analysis/vbs_vvh/MET2FJ_input/data_250ptcut.json +++ b/analysis/vbs_vvh/input_2FJMET/data_250ptcut.json @@ -8,7 +8,8 @@ "files": [ "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016preVFP_data.root", "/home/users/pyli/VVHjj/ntuples_AK8PT250/2016postVFP_data.root", - "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_data.root" + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2017_data.root", + "/home/users/pyli/VVHjj/ntuples_AK8PT250/2018_data.root" ], "nEvents": 98500, "nGenEvents": 98500, diff --git a/analysis/vbs_vvh/MET2FJ_input/sig.json b/analysis/vbs_vvh/input_2FJMET/sig.json similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/sig.json rename to analysis/vbs_vvh/input_2FJMET/sig.json diff --git a/analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json b/analysis/vbs_vvh/input_2FJMET/sig_250ptcut.json similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/sig_250ptcut.json rename to analysis/vbs_vvh/input_2FJMET/sig_250ptcut.json diff --git a/analysis/vbs_vvh/MET2FJ_input/test.cfg b/analysis/vbs_vvh/input_2FJMET/test.cfg similarity index 100% rename from analysis/vbs_vvh/MET2FJ_input/test.cfg rename to analysis/vbs_vvh/input_2FJMET/test.cfg diff --git a/analysis/vbs_vvh/make_plots.py b/analysis/vbs_vvh/make_plots.py deleted file mode 100644 index 482f73e3..00000000 --- a/analysis/vbs_vvh/make_plots.py +++ /dev/null @@ -1,750 +0,0 @@ -import argparse -import pickle -import gzip -import json -import os, sys -import shutil -import numpy as np -import matplotlib.pyplot as plt -import copy -import warnings -warnings.filterwarnings("ignore", message="List indexing selection is experimental.*") -warnings.filterwarnings("ignore", message="All sumw are zero!*") - -import csv -from collections import defaultdict - -#import scripts.utils.plotting_tools as plt_tools - -import ewkcoffea.modules.plotting_tools as plt_tools -#from config.variables.cutflow_config import cutflow_dict -from config.paths import objsel_cf,get_cutflow,cutflow_yamls_dir,default_cutflow_yaml,default_output_dir -from utils.tools import save_array_to_csv -#from scripts.plot_stuffs import plot_datamc - -blinded = True - -default_CAT_LST = objsel_cf -CAT_LST = default_CAT_LST -rebin = False -coupling = "nominal" -has_data = True - -clr_map = { - 'EWK': "#ff8800", - 'Other': "#ffee00", - 'QCD': "#a3d42f", - 'ST': "#00dbbd", - 'WJets': "#5476a8", - 'ZJets': "#8C00FF", - 'ttbar': "#ff82ff", - 'ttx': "#00db6e", -} -sig_clr = { - 'sig_qqNuNu': "#811512", - 'sig_qqlNu': "#965f5b", -} -#for sample name csv -#sample_name_csv = "/data/userdata/pyli/projects/VVHjj/coffea/vvhjj_coffea/analysis/vbsvvh/variables/sample_names.csv" -sample_name_csv = '/home/users/pyli/projects/analysis_VVH/coffea_scripts/variables/sample_names.csv' -def parse_sample_csv(csv_path=sample_name_csv): - GRP_DICT_FULL = defaultdict(list) - bkg_color_map = {} - - with open(csv_path, newline='') as csvfile: - reader = csv.DictReader(csvfile) - for row in reader: - if row["sample_year"] != "2016preVFP": #temp fix: change to get year automatically in the future - continue - cat = row["sample_category"].strip().lower() - sample_type = row["sample_type"].strip() - sample_name = row["sample_name"].strip() - color = row["plotting_colour"].strip() - - if cat == "sig": - GRP_DICT_FULL["Signal"].append(sample_name) - elif cat == "bkg": - GRP_DICT_FULL.setdefault(sample_type, []).append(sample_name) - if sample_type not in bkg_color_map: - bkg_color_map[sample_type] = color - elif cat == "data" and sample_name not in GRP_DICT_FULL["Data"]: - if not blinded: - GRP_DICT_FULL["Data"].append(sample_name) - - # Get background color list in the same order as background keys - bkg_CLR_LST = [bkg_color_map[grp] for grp in GRP_DICT_FULL if grp != "Signal" and grp != "Data"] - - return dict(GRP_DICT_FULL), bkg_CLR_LST - -GRP_DICT_FULL, CLR_LST = parse_sample_csv(sample_name_csv) - -# Get sig and bkg yield in all categories -def get_yields_per_cat(histo_dict,var_name,sig_coupling='nominal'): - out_dict = {} - - # Get the initial grouping dict - grouping_dict = GRP_DICT_FULL - - # Get list of all of the backgrounds together - bkg_lst = [] - for grp in grouping_dict: - if grp != "Signal" and grp!="Data": - bkg_lst = bkg_lst + grouping_dict[grp] - - # Make the dictionary to get yields for, it includes what's in grouping_dict, plus the backgrounds grouped as one - groups_to_get_yields_for_dict = copy.deepcopy(grouping_dict) - groups_to_get_yields_for_dict["Background"] = bkg_lst - - # Loop over cats and fill dict of sig and bkg - for cat in CAT_LST: - out_dict[cat] = {} - - #histo_base = histo_dict[var_name][{"systematic":"nominal", "category":cat}] - histo_base = histo_dict[var_name][{"category":cat}] - histo_base = plt_tools.group(histo_base,"year", "temp_year", {"all_year":['2016preVFP','2016postVFP','2017','2018']}) - histo_base = histo_base[{"temp_year":"all_year"}] - - # Get values per proc - for group_name,group_lst in groups_to_get_yields_for_dict.items(): - if group_name == "Signal": - print("debug signal use coupling",sig_coupling) - histo = plt_tools.group(histo_base[{"systematic":sig_coupling}],"process","process",{group_name:group_lst}) - else: - histo = plt_tools.group(histo_base[{"systematic":"nominal"}],"process","process",{group_name:group_lst}) - yld = sum(sum(histo.values(flow=True))) - var = sum(sum(histo.variances(flow=True))) - out_dict[cat][group_name] = [yld,(var)**0.5] - - # Get the metric - sig = out_dict[cat]["Signal"][0] - bkg = out_dict[cat]["Background"][0] - metric = sig/(bkg)**0.5 - punzi = sig/(1+(bkg)**0.5) - punzi_p1 = sig/(0.11+(bkg)**0.5) - out_dict[cat]["metric"] = [metric,None] # Don't bother propagating error - out_dict[cat]["punzi"] = [punzi,None] # Don't bother propagating error - out_dict[cat]["punzi_p1"] = [punzi_p1,None] # Don't bother propagating error - - return out_dict - -def get_ABCD(histo_dict,var_name): - return 0 - -# Make the figures for the vvh sudy -def make_vvh_fig(histo_mc,histo_mc_sig,histo_mc_bkg,title="test",axisrangex=None, csv_file = None, var = None,sig_coupling = "nominal",histo_data=None,histo_sig_separated=None): - if blinded: - histo_data = None - varinfo = {} #this is to store and return varinfo we gathered during make fig - #[name of quantity, max_quantity, s, b] - - # Create the figure - fig, (ax1, ax2, ax_datamc, ax3, ax4) = plt.subplots( - nrows=5, - ncols=1, - figsize=(7,11), - gridspec_kw={"height_ratios": (3, 1, 1, 1, 1)}, - sharex=True - ) - #histo_mc = histo_mc_bkg #debug: removed this to try to avoid including sig into filled histos - fig.subplots_adjust(hspace=.07) - bkg_samples = list(histo_mc.axes[0]) - colors = [clr_map[sample] for sample in bkg_samples] - - # Plot the stack plot - histo_mc.plot1d( - stack=True, - histtype="fill", - color=colors, #to fix this per sample instead of first n elements) - ax=ax1, - zorder=100, - ) - with np.errstate(divide='ignore', invalid='ignore'): - # Get the errs on MC and plot them by hand on the stack plot - histo_mc_sum = histo_mc[{"process_grp":sum}] - mc_arr = histo_mc_sum.values() - mc_err_arr = np.sqrt(histo_mc_sum.variances()) - err_p = np.append(mc_arr + mc_err_arr, 0) - err_m = np.append(mc_arr - mc_err_arr, 0) - bin_edges_arr = histo_mc_sum.axes[0].edges - bin_centers_arr = histo_mc_sum.axes[0].centers - ax1.fill_between(bin_edges_arr,err_m,err_p, step='post', facecolor='none', edgecolor='gray', alpha=0.5, linewidth=0.0, label='MC stat', hatch='/////') - - #calculate yield for later use - yld_sig = sum(sum(histo_mc_sig.values(flow=True))) - yld_bkg = sum(sum(histo_mc_bkg.values(flow=True))) - sig_rescale_factor = yld_bkg/yld_sig - #plot sig scale to bkg in fig 1 - histo_mc_sig_scale_to_bkg = plt_tools.scale(copy.deepcopy(histo_mc_sig), "process_grp", {"Signal":sig_rescale_factor }) - histo_mc_sig_scale_to_bkg.plot1d(color=["red"], ax=ax1, zorder=101) - if histo_sig_separated is not None: - hist_values = [] - labels = [] - colors = [] - - for key, h in histo_sig_separated.items(): - h = plt_tools.scale(copy.deepcopy(h), "process_grp", {"Signal":sig_rescale_factor }) - values, edges, _ = h.to_numpy(flow=False) - hist_values.append(values[-1]) - labels.append(key.replace("sig_", "").replace("Nu", r"$\nu$")) - colors.append(sig_clr[key]) - - - for i, weights in enumerate(hist_values): - weights_step = np.append(weights, weights[-1]) # extend to match edges - ax1.step( - bin_edges_arr, - weights_step, - where='post', - label=labels[i], - color=colors[i], - linewidth=1.5, - zorder=101, - ) - - yld_sig_qqnunu = sum(sum(histo_sig_separated['sig_qqNuNu'].values())) - yld_sig_qqlnu = sum(sum(histo_sig_separated['sig_qqlNu'].values())) - - if histo_data is not None: - # plot data in blue - yld_data = sum(sum(histo_data.values(flow=True))) - #histo_mc_data_scale_to_bkg = plt_tools.scale(copy.deepcopy(histo_mc_sig), "process_grp", {"Data":yld_bkg/yld_data}) - histo_data.plot1d(color=["blue"], ax=ax1, zorder=102, label="Data") - - ##2nd plot: normalized s, b - ## Draw the normalized shapes ## - # Get normalized hists of sig and bkg - metric = yld_sig/(yld_bkg**0.5) - histo_mc_sig_norm = plt_tools.scale(copy.deepcopy(histo_mc_sig), "process_grp", {"Signal":1.0/yld_sig}) - histo_mc_bkg_norm = plt_tools.scale(copy.deepcopy(histo_mc_bkg), "process_grp", {"Background":1.0/yld_bkg}) - histo_mc_sig_norm.plot1d(color="red", ax=ax2, zorder=100) - histo_mc_bkg_norm.plot1d(color="gray", ax=ax2, zorder=100) - if histo_data is not None: - histo_data_norm = plt_tools.scale(copy.deepcopy(histo_data), "process_grp", {"Data":1.0/yld_data}) - histo_data_norm.plot1d(color="blue", ax=ax2, zorder=100) - - ##3rd plot: s/sqrt(b + b_error) - ## Draw the significance ## - # Get the sig and bkg arrays (Not including flow bins here, overflow should already be handled, and if we have underflow, why?) - mc_arr = np.where(mc_arr >= 0, mc_arr, 0) - yld_sig_arr = sum(histo_mc_sig.values()) - #yld_bkg_arr = sum(histo_mc_bkg.values()) - yld_bkg_arr = sum(histo_mc_bkg.values()) + mc_err_arr #changed to use s/sqrt(b + error) - - # Get the cumulative signifiance, starting from left - yld_sig_arr_cum = np.cumsum(yld_sig_arr) - yld_bkg_arr_cum = np.cumsum(abs(yld_bkg_arr)) - metric_cum = yld_sig_arr_cum/np.sqrt(yld_bkg_arr_cum) - metric_cum = np.nan_to_num(metric_cum,nan=0,posinf=0) # Set the nan (from sig and bkg both being 0) to 0 - - # Get the cumulative signifiance, starting from right - yld_sig_arr_cum_ud = np.cumsum(np.flipud(yld_sig_arr)) - yld_bkg_arr_cum_ud = np.cumsum(np.flipud(yld_bkg_arr)) - metric_cum_ud = np.flipud(yld_sig_arr_cum_ud/np.sqrt(yld_bkg_arr_cum_ud)) - metric_cum_ud = np.nan_to_num(metric_cum_ud,nan=0,posinf=0) # Set the nan (from sig and bkg both being 0) to 0 - yld_sig_arr_cum_ud = np.flipud(yld_sig_arr_cum_ud) # Flip back so the order is as expected for later use - yld_bkg_arr_cum_ud = np.flipud(yld_bkg_arr_cum_ud) # Flip back so the order is as expected for later use - - # Draw it on the third plot - ax3.scatter(bin_centers_arr,metric_cum, facecolor='none',edgecolor='black',marker=">",label="Cum. from left", zorder=100) - ax3.scatter(bin_centers_arr,metric_cum_ud,facecolor='none',edgecolor='black',marker="<",label="Cum. from right", zorder=100) - - # Write the max values on the plot - max_metric_from_left_idx = np.argmax(metric_cum) - max_metric_from_right_idx = np.argmax(metric_cum_ud) - left_max_y = metric_cum[max_metric_from_left_idx] - right_max_y = metric_cum_ud[max_metric_from_right_idx] - left_max_x = bin_centers_arr[max_metric_from_left_idx] - right_max_x = bin_centers_arr[max_metric_from_right_idx] - left_s_at_max = yld_sig_arr_cum[max_metric_from_left_idx] - right_s_at_max = yld_sig_arr_cum_ud[max_metric_from_right_idx] - left_b_at_max = yld_bkg_arr_cum[max_metric_from_left_idx] - right_b_at_max = yld_bkg_arr_cum_ud[max_metric_from_right_idx] - plt.text(0.15,0.31, f"Max from left: {np.round(left_max_y,3)} (at x={np.round(left_max_x,2)}, sig: {np.round(left_s_at_max,2)}, bkg: {np.round(left_b_at_max,1)})", fontsize=9, transform=fig.transFigure) - plt.text(0.15,0.29, f"Max from right: {np.round(right_max_y,3)} (at x={np.round(right_max_x,2)} , sig: {np.round(right_s_at_max,2)}, bkg: {np.round(right_b_at_max,1)})", fontsize=9, transform=fig.transFigure) - - max_ssqrtb_info = ['s_sqrt_b',right_max_y,right_max_x,right_s_at_max,right_b_at_max] - varinfo['s_sqrt_b'] = max_ssqrtb_info - - ##4th plot: signal cumulative - ## Draw on the fraction of signal retained ## - yld_sig_arr_cum_frac = np.cumsum(yld_sig_arr)/yld_sig - yld_sig_arr_cum_frac_ud = np.flipud(np.cumsum(np.flipud(yld_sig_arr)))/yld_sig - ax4.scatter(bin_centers_arr,yld_sig_arr_cum_frac, facecolor='none',edgecolor='black',marker=">",label="Cum. from left", zorder=100) - ax4.scatter(bin_centers_arr,yld_sig_arr_cum_frac_ud,facecolor='none',edgecolor='black',marker="<",label="Cum. from right", zorder=100) - - ##hijacked for datamc - mc_vals = histo_mc_sum.values() - if histo_data is not None: - data_vals = histo_data.values() - data_vals = np.asarray(data_vals).flatten() #somehow data is 2d why?? WHY?????? - - # Avoid divide-by-zero (set ratio = nan if mc=0) - ratio = np.divide(data_vals, mc_vals, out=np.full_like(data_vals, np.nan), where=mc_vals>0) - #if sum(data_vals)>100: - # print("debug",ratio,sum(data_vals),data_vals,sum(mc_vals),mc_vals) - - # Bin centers for plotting - bin_centers = histo_mc_sum.axes[0].centers - bin_edges = histo_mc_sum.axes[0].edges - - # compute stat uncertainty on ratio (MC only, ignoring data stat) - mc_err = np.sqrt(histo_mc_sum.variances()) - ratio_err = np.divide(mc_err, mc_vals, out=np.zeros_like(mc_err), where=mc_vals>0) - - # --- Plot into ax5 --- - ax_datamc.errorbar( - bin_centers, ratio, - yerr=ratio_err, - fmt="o", color="blue", label="Data/MC" - ) - ax_datamc.axhline(1.0, color="black", linestyle="--") # reference line - ax_datamc.set_ylabel("Data / MC") - ax_datamc.set_ylim(0, min(5,max(ratio))) - #ax_datamc.set_ylim(0, 2) # adjust as needed - - - ## Legend, scale the axis, set labels, etc ## - extr = ax1.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="12", frameon=False) - extr = ax2.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="10", frameon=False) - extr = ax3.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="10", frameon=False) - extr = ax4.legend(loc="upper left", bbox_to_anchor=(1, 1), fontsize="10", frameon=False) - plt.text(0.15,0.86, f"Signal coupling: {sig_coupling}", fontsize = 11, transform=fig.transFigure) - - if histo_sig_separated is not None: - plt.text(0.15,0.84, f"Sig. yield: {np.round(yld_sig,2)} (qqnunu{np.round(yld_sig_qqnunu,2)},qqlnu{np.round(yld_sig_qqlnu,2)})", fontsize = 11, transform=fig.transFigure) - else: - plt.text(0.15,0.84, f"Sig. yield: {np.round(yld_sig,2)}", fontsize = 11, transform=fig.transFigure) - - plt.text(0.15,0.82, f"Bkg. yield: {np.round(yld_bkg,2)}", fontsize = 11, transform=fig.transFigure) - plt.text(0.15,0.80, f"Metric: {np.round(metric,3)}", fontsize = 11, transform=fig.transFigure) - plt.text(0.15,0.78, f"[Note: sig. overlay scaled {np.round(yld_bkg/yld_sig,1)}x]", fontsize = 12, transform=fig.transFigure) - - extt = ax1.set_title(title) - if histo_data is None: - ax_datamc.set_ylabel('Data hidden') - ax1.set_xlabel(None) - ax2.set_xlabel(None) - extb = ax3.set_xlabel(None) - # Plot a dummy hist on ax4 to get the label to show up - histo_mc.plot1d(alpha=0, ax=ax4) - - extl = ax2.set_ylabel('Shapes') - ax3.set_ylabel('Significance') - ax4.set_ylabel('Signal kept (%)') - ax1.tick_params(axis='y', labelsize=16) - ax2.tick_params(axis='x', labelsize=16) - ax3.axhline(0.0,linestyle="-",color="k",linewidth=0.5) - ax4.axhline(0.0,linestyle="-",color="k",linewidth=0.5) - - shapes_ymax = max( max(sum(histo_mc_sig_norm.values(flow=True))) , max(sum(histo_mc_bkg_norm.values(flow=True))) ) - significance_max = max(max(metric_cum),max(metric_cum_ud)) - significance_min = 0-0.1*significance_max - ax1.autoscale(axis='y') - ax2.set_ylim(0.0,1.5*shapes_ymax) - ax3.set_ylim(significance_min,2.5*significance_max) - ax4.set_ylim(-0.1,1.2) - #ax1.set_yscale('log') - - if axisrangex is not None: - ax1.set_xlim(axisrangex[0],axisrangex[1]) - ax2.set_xlim(axisrangex[0],axisrangex[1]) - - if csv_file is not None: - row = [var, np.round(right_max_y, 3), np.round(right_max_x, 2), np.round(left_max_y, 3), np.round(left_max_x, 2)] - with open(csv_file, mode='a', newline='') as file: - writer = csv.writer(file) - writer.writerow(row) - - return fig,(extt,extr,extb,extl),varinfo - - - - -############################################################## -### Wrapper functions for each of the main functionalities ### - -### Dumps the yields and counts for a couple categories into a json ### -# The output of this is used for the CI check -def dump_json_simple(histo_dict,out_name="vvh_yields_simple"): - out_dict = {} - hist_to_use = "nGoodAK4" - cats_to_check = ["all_events","exactly1lep_exactly1fj","exactly1lep_exactly1fj_STmet1000","exactly1lep_exactly1fj_STmet1000_msd170"] - for proc_name in histo_dict[hist_to_use].axes["process"]: - out_dict[proc_name] = {} - for cat_name in cats_to_check: - yld = sum(sum(histo_dict[hist_to_use][{"systematic":"nominal", "category":cat_name}].values(flow=True))) - out_dict[proc_name][cat_name] = [yld,None] - - # Dump counts dict to json - output_name = f"{out_name}.json" - with open(output_name,"w") as out_file: json.dump(out_dict, out_file, indent=4) - print(f"\nSaved json file: {output_name}\n") - - -### Get the sig and bkg yields and print or dump to json ### -def print_yields(histo_dict,sig_coupling='nominal',roundat=None,print_counts=False,dump_to_json=True,quiet=False,out_name="yields"): - - # Get ahold of the yields - yld_dict = get_yields_per_cat(histo_dict,"nGoodAK4",sig_coupling=sig_coupling) - #counts_dict = get_yields_per_cat(histo_dict,"nAK4_counts") - - #group_lst_order = ['Signal', 'Background', 'ttbar', 'VV', 'Vjets', 'QCD', 'single-t', 'ttX', 'VH', 'VVV'] - group_lst_order = list(GRP_DICT_FULL.keys()) + ['Background'] - - # Print to screen - if not quiet: - - ### Print readably ### - print("\n--- Yields ---") - for cat in yld_dict: - print(f"\n{cat}") - for group_name in group_lst_order: - if group_name == "metric": continue - yld, err = yld_dict[cat][group_name] - perr = 100*(err/yld) - print(f" {group_name}: {np.round(yld,roundat)} +- {np.round(perr,2)}%") - print(f" -> Metric: {np.round(yld_dict[cat]['metric'][0],3)}") - - - ### Print csv, build op as an out string ### - - # Append the header - out_str = "" - header = "cat name" - for proc_name in group_lst_order: - header = header + f", {proc_name}_val , pm , {proc_name}_pm" - header = header + ", metric" - out_str = out_str + header - - # Appead a line for each category, with yields and metric - for cat in yld_dict: - line_str = cat - for group_name in yld_dict[cat]: - if group_name == "metric": continue - if group_name == "punzi": continue - if group_name == "punzi_p1": continue - yld, err = yld_dict[cat][group_name] - perr = 100*(err/yld) - line_str = line_str + f" , {np.round(yld,roundat)} , ± , {np.round(perr,2)}%" - # And also append the metric - metric = yld_dict[cat]["metric"][0] - line_str = line_str + f" , {np.round(metric,3)}" - # Append the string for this line to the out string - out_str = out_str + f"\n{line_str}" - - # Print the out string to the screen - print("\n\n--- Yields CSV formatted ---\n") - print(out_str) - - - # Dump directly to json - if dump_to_json: - #out_dict = {"yields":yld_dict, "counts":counts_dict} - out_dict = {"yields": yld_dict} - output_name = f"{out_name}.json" # e.g., 'results/my_output.json' - - # Ensure the parent directory exists - output_dir = os.path.dirname(output_name) - if output_dir and not os.path.exists(output_dir): - os.makedirs(output_dir) - - # Now write the file - with open(output_name, "w") as out_file: - json.dump(out_dict, out_file, indent=4) - if not quiet: - print("\n\n--- Yields json formatted ---") - print(f"\nSaved json file: {output_name}\n") - - - - -### Make the plots ### -def make_plots(histo_dict,output_name,sig_coupling): - - grouping_dict = GRP_DICT_FULL - - cat_lst = CAT_LST - var_lst = histo_dict.keys() - - # Save dir - save_dir_path = f"{output_name}/" - if not os.path.exists(f"{output_name}/"): os.makedirs(f"{output_name}/", exist_ok=True) - - csv_file = f'{save_dir_path}/var_summary.csv' - with open(csv_file, mode='w', newline='') as file: - writer = csv.writer(file) - writer.writerow(['var', 'right_max', 'right_max_bin', 'left_max', 'left_max_bin', 'right_max_p1', 'right_max_bin_p1', 'left_max_p1', 'left_max_bin_p1','right_max_1p0', 'right_max_bin_1p0', 'left_max_1p0', 'left_max_bin_1p0']) - - var_info = {} - for cat in cat_lst: - print("\nCat:",cat) - for var in var_lst: - #if var not in ["njets","njets_counts","scalarptsum_lepmet"]: continue # TMP - - #histo = copy.deepcopy(histo_dict[var][{"systematic":"nominal", "category":cat}]) - histo = copy.deepcopy(histo_dict[var][{"category":cat}]) #keep systematic before group as bkg and sig may use different ones - - #can't sum directly over year - histo = plt_tools.group(histo,"year", "temp_year", {"all_year":['2016preVFP','2016postVFP','2017','2018']}) - histo = histo[{"temp_year":"all_year"}] - #histo = histo.sum("year") - - # Clean up a bit (rebin, regroup, and handle overflow) - - # if var not in ["njets","nleps","nbtagsl","nbtagsm","njets_counts","nleps_counts","nfatjets","njets_forward","njets_tot"]: - # histo = plt_tools.rebin(histo,6) - if has_data: - histo = plt_tools.group(histo,"process","process_grp",grouping_dict) - else: - histo = plt_tools.group(histo,"process","process_grp",grouping_dict) - - - # Get one hist of just sig and one of just bkg - grp_names_bkg_lst = list(grouping_dict.keys()) # All names, still need to drop signal - - #print(grp_names_bkg_lst) - grp_names_bkg_lst.remove("Signal") - if has_data: - grp_names_bkg_lst.remove("Data") - - histo_sig = histo[{"process_grp":["Signal"], "systematic":sig_coupling}] #specify coupling for signal - #histo = histo[{"systematic":"nominal"}] #poor naming, nominal for bkg is really just weight - - histo_sig_separated = { - 'sig_qqNuNu': histo[{"process_grp":["Signal"], "systematic":'c2v_1p5_qqNuNu'}], - 'sig_qqlNu': histo[{"process_grp":["Signal"], "systematic":'c2v_1p5_qqlNu'}], - } - - - histo_bkg = plt_tools.group(histo[{"systematic":"nominal"}],"process_grp","process_grp",{"Background":grp_names_bkg_lst}) - if has_data and not blinded: - histo_data = histo[{"process_grp":["Data"], "systematic":"nominal"}] - else: - histo_data = None - #print("grp_names_bkg_lst",grp_names_bkg_lst) - #print("histo key", histo) - - available_groups = list(histo.axes["process_grp"]) - - - # Filter only those group names that exist in both the list and the histo - valid_bkg_groups = [grp for grp in grp_names_bkg_lst if grp in available_groups] - # Now safely subset - - - histo = plt_tools.merge_overflow(histo) - hist_bkg_test = histo[{"systematic":"nominal","process_grp": valid_bkg_groups}] - #same binning for plotting - if rebin: - histo_bkg,rebin_factor = plt_tools.rebin_to_nonnegative(histo_bkg,"process_grp") - if rebin_factor >1: - hist_bkg_test = plt_tools.rebin(hist_bkg_test,rebin_factor) - histo_sig = plt_tools.rebin(histo_sig,rebin_factor) - if has_data: - histo_data = plt_tools.rebin(histo_data,rebin_factor) - - # Make the figure - title = f"{cat}__{var}" - fig,ext_tup,var_info[cat,var] = make_vvh_fig( - #histo_mc = histo, - histo_mc = hist_bkg_test, #debug: added this to input hist list only in bkg - histo_mc_sig = histo_sig, - histo_mc_bkg = histo_bkg, - title=title, - csv_file = csv_file if cat == list(cat_lst)[-1] else None, - var = var, - sig_coupling = sig_coupling, #passing coupling to write on plot - histo_data = histo_data, - histo_sig_separated=histo_sig_separated, - ) - save_dir_path_cat = os.path.join(save_dir_path,cat) - if not os.path.exists(save_dir_path_cat): os.mkdir(save_dir_path_cat) - fig.savefig(os.path.join(save_dir_path_cat,title+".png"),bbox_extra_artists=ext_tup,bbox_inches='tight') - - sqrtb=[['var','max','cut','s','b']] - splusb=[['var','max','cut','s','b']] - for cat in [list(cat_lst)[-1]]: - #print("\nCat:",cat) - for var in var_lst: - sqrtb.append([var]+var_info[cat,var]['s_sqrt_b'][1:]) - #splusb.append([var]+var_info[cat,var]['s_sqrt_splusb'][1:]) - save_array_to_csv(sqrtb,os.path.join(save_dir_path_cat,"sqrtb.csv")) - #save_array_to_csv(splusb,os.path.join(save_dir_path_cat,"splusb.csv")) - -def read_histo_dict(file_path='./', prefix_lst=None, cat_lst=None): - """ - Reads multiple category histo_dict files and merges into a single dict - with the same structure as the original combined histo_dict. - - Expected filenames: / - """ - suffix='.pkl.gz' #probably always have this file ext - - if prefix_lst is None: - raise ValueError("prefix_list must be provided to know which files to load") - if cat_lst is None: - raise ValueError("cat_lst must be provided to know which files to load") - - merged_histo_dict = {} - - for cat in cat_lst: - if cat == 'all_events':continue - prefix = prefix_lst[cat] - file_name = os.path.join(file_path, f"{prefix}_lastcut{suffix}") - print(f"debug {cat}: {file_name}") - if not os.path.isfile(file_name): - print(f"Warning: File not found for category '{cat}': {file_name}") - continue - - # Load individual category histo dict - cat_histo_dict = pickle.load(gzip.open(file_name, "rb")) - print(f"cat:{cat},file {file_name}") - # Merge into the main histo_dict - for var, histo in cat_histo_dict.items(): - if var not in merged_histo_dict: - print(f"var {var}") - print(histo) - merged_histo_dict[var] = histo.copy() - else: - merged_histo_dict[var] = histo.copy() - #merged_histo_dict[var][{"category": cat}] = histo.copy() - - return merged_histo_dict - -##################################### Main ##################################### - - -def main(): - - # Set up the command line parser - parser = argparse.ArgumentParser() - parser.add_argument("--pkl_file_path","-f",default=None, help = "The path to the pkl file or dir if separated") - parser.add_argument('-y', "--get-yields", action='store_true', help = "Get yields from the pkl file") - parser.add_argument('-p', "--make-plots", action='store_true', help = "Make plots from the pkl file") - parser.add_argument('-j', "--dump-json", action='store_true', help = "Dump some yield numbers into a json file") - parser.add_argument('-o', "--output-name", default=None, help = "What to name the output dir") - parser.add_argument('-c', "--cutflow", default=None, help = "cutflow to use") - parser.add_argument('-s', "--sig_coupling", default="nominal", help = "sig_coupling (systematic axis)") - parser.add_argument('-x','--separate',action='store_true',default=False,help="if pkl files are separated per cut") - parser.add_argument('--project',default=None,help='add if needed') - parser.add_argument('--cfyaml',default=None,help='add if need to specify a file') - parser.add_argument('--histo',default=None,help='none, minus (n_minus_1), one_only, etc.') - parser.add_argument('--unblind',action='store_true',default=False,help='show data') - parser.add_argument('--binning',default=None,help='use rebin setting file') - - args = parser.parse_args() - if args.unblind: - global blinded - blinded = False - if args.binning is not None: - global rebin_dict - rebin_dict = {} - print('use rebin file setting to rebin hists') - try: - with open(args.binning) as f: - reader = csv.reader(f) - for i in reader: - rebin_dict[i[0]]=i[1] - except: - print('cannot read rebin csv file') - sys.exit(1) - else: - rebin_dict=None - - - cutflow_dict = get_cutflow(f'{cutflow_yamls_dir}/{args.project}.yaml') - print(f"read cutflow from project: {args.project}.yaml") - ''' - try: - except: - try: - cutflow_dict = get_cutflow(args.cfyaml) - print(f"read cutflow from {args.cfyaml}") - except: - cutflow_dict = get_cutflow(default_cutflow_yaml) - print(f"read from all.yaml") - ''' - if args.cutflow is not None: - global CAT_LST - #print(cutflow_dict.keys()) - CAT_LST = cutflow_dict[args.cutflow].keys() - - sig_coupling = args.sig_coupling - - #possible pkl file name - if args.histo is None: - try_file_name = f'{args.cutflow}_hists.pkl.gz' - plots_name = 'plots' - elif args.histo == 'minus' or args.histo == 'm' or args.histo == 'n_minus_1': - try_file_name = f'{args.cutflow}_hists_m.pkl.gz' - plots_name = 'n_minus_1' - elif args.histo == 'last' or args.histo == 'l' or args.histo == 'last_cut': - try_file_name = f'{args.cutflow}_lastcut.pkl.gz' - plots_name = 'lastcut' - plots_name = f"{plots_name}_{sig_coupling}" - - # Get the dictionary of histograms from the input pkl file - if args.separate: - print("skip") #skip until I make something up - #this assume there is a sequence of cutflow in the same project.yaml with +1 cut after the previous cutflow - '''project_dir = f'/home/users/pyli/vvhjj_coffea/analysis/vbsvvh/outputs/{args.project}/histos/' - - file_name_lst = {} - cat_temp = list(CAT_LST) - for cat in cat_temp[1:]: # skip the first since it has no prefix before it - prefix = cat_temp[:cat_temp.index(cat) + 1] # e.g. up to current cat - for target, steps in cutflow_dict.items(): - if list(steps.keys()) == prefix: - file_name_lst[cat] = target - break # stop at first match (remove if multiple matches possible) - - histo_dict = read_histo_dict(project_dir,file_name_lst,CAT_LST) - try: - histo_dict = read_histo_dict(project_dir,file_name_lst,CAT_LST) - except: - print(f'try using pkl file path {args.pkl_file_path}') - try: - histo_dict = read_histo_dict(args.pkl_file_path,file_name_lst,CAT_LST) - except: - print(f"cannot get histo: project{project_dir}, pkl_path{args.pkl_file_path}, cutflow: {args.cutflow}") - print("cut list:",CAT_LST) - print("file name used: ",file_name_lst) - sys.exit(1)''' - else: - try: - histo_dict = pickle.load(gzip.open(args.pkl_file_path)) - except: - try: - file_path = f'{default_output_dir}/histos/{args.project}/histos/{try_file_name}' - histo_dict = pickle.load(gzip.open(file_path)) - print("reading file",file_path) - except: - print(f"cannot get file by {args.pkl_file_path} nor {default_output_dir}/{args.project}/histos/{try_file_name}") - sys.exit(1) - - #print(histo_dict) - #return coffea.processor.accumulator.dict_accumulator (accumulated hists from processor)) - - # Print total raw events - #tot_raw = sum(sum(histo_dict["njets_counts"][{"systematic":"nominal", "category":"all_events"}].values(flow=True))) - #print("Tot raw events:",tot_raw) - if args.output_name is None: - output_dir = f'{default_output_dir}/{args.project}/{args.cutflow}/{plots_name}/' - else: - #output_dir = args.output_name - output_dir = f'{default_output_dir}/{args.project}/{args.cutflow}/{args.output_name}/' - - - # Which main functionalities to run - print(f"Setting: cutflow-{list(CAT_LST)} weight-{sig_coupling}") - if args.dump_json: - dump_json_simple(histo_dict,output_dir) - if args.get_yields: - print_yields(histo_dict,sig_coupling=sig_coupling,out_name=output_dir+"/"+sig_coupling,roundat=4,print_counts=False,dump_to_json=True) - if args.make_plots: - make_plots(histo_dict,output_dir,sig_coupling) - print(f"Saved all plots in {output_dir}") - - -if __name__ =="__main__": - main() \ No newline at end of file diff --git a/analysis/vbs_vvh/output_reader.py b/analysis/vbs_vvh/output_reader.py new file mode 100644 index 00000000..6a920890 --- /dev/null +++ b/analysis/vbs_vvh/output_reader.py @@ -0,0 +1,134 @@ +#!/usr/bin/env python3 +import os +import argparse +import config.plotting_config as CONFIG + +from plotter_utils.helpers.general_io import resolve_input_list,resolve_outdir,print_yield_nicely,save_yield_dict +from plotter_utils.histo_reader.loader import load_hist_collection,unpack_hist,cut_order +from plotter_utils.histo_reader.sample_info import ProcessMap +from plotter_utils.plotting.draw import draw + +import warnings +warnings.filterwarnings("ignore", message="List indexing selection is experimental.*") + +import logging +def setup_logging(): + logging.basicConfig( + level=getattr(logging, CONFIG.LOG_LEVEL), + format=CONFIG.LOG_FORMAT, + ) +logger = logging.getLogger(__name__) + +def parse_args(): + parser = argparse.ArgumentParser("make_plots") + + parser.add_argument( + "inputs", + nargs="+", + help="Input .pkl.gz files or dirname. should all have the same set of cuts (category axis) ", + ) + parser.add_argument( + "-o", "--output", + default=None, + help="Output directory. will use the dir of the first pkl.gz file if not provided", + ) + parser.add_argument( + "-p", "--plots", + action="store_true", + help="Make plots", + ) + parser.add_argument( + "-y", "--yields", + action="store_true", + help="Print yields", + ) + parser.add_argument( + "-c", "--cutname", + default=None, + help="choose which cut (selection) to draw, default will draw all", + ) + + return parser.parse_args() + +def make_all_plots(all_hist_collection, proc_map, outdir): + for cut,hist_collection in all_hist_collection.items(): + subdir = os.path.join(outdir, cut) if cut is not None else os.path.join(outdir, 'no_category') + + os.makedirs(subdir, exist_ok=True) + logger.info(f'start producing plots for cut: {cut}') + logger.info(f'output will be saved at {subdir}') + + for var in hist_collection.variables_all: + sig,bkg,data = unpack_hist(hist_collection,var,proc_map) + fig = draw( + sig=sig, + bkg=bkg, + data=data, + proc_map=proc_map, + config={"SUBPLOTS": CONFIG.SUBPLOTS,"FIG_RATIO": CONFIG.FIG_RATIO}, + title=var, + ) + fig.savefig(os.path.join(subdir,f"{var}.png"), bbox_inches="tight") + logger.info(f" - Saved {var}.png") + +def save_yield_json(all_hist_collection, proc_map, output_json_name): + yield_ref_var = CONFIG.REF_VAR + logger.info(f"Using reference variable: {yield_ref_var}") + yield_dict = {} #initialize yield dict + uncer_dict = {} + for cutname,hist_collection in all_hist_collection.items(): #cutname = cat in old script + sig,bkg,data = unpack_hist(hist_collection,yield_ref_var,proc_map) + yield_dict[cutname]={ + "Signal":sig.total_yield(), + "Background":bkg.total_yield(), + "Data":data.total_yield(), + } + bkg_dict = bkg.get_yield_per_type() + yield_dict[cutname].update(bkg_dict) + + uncer_dict[cutname]={ + "Signal":sig.uncertainty(), + "Background":bkg.uncertainty(), + "Data":data.uncertainty() + } + bkg_uncert = bkg.get_uncertainty_per_type() + uncer_dict[cutname].update(bkg_uncert) + outdict = {} + for cutname in all_hist_collection.keys(): + outdict[cutname] = { + proc:(yield_dict[cutname][proc],uncer_dict[cutname][proc]) for proc in yield_dict[cutname].keys() + } + ordered_cuts = cut_order(all_hist_collection,yield_ref_var,proc_map) + outdict_ordered = {k: outdict[k] for k in ordered_cuts} + + for cutname in ordered_cuts: + logger.info(f'cut: {cutname}') + print_yield_nicely(outdict_ordered[cutname]) + + save_yield_dict(outdict_ordered, output_json_name) + +def main(args): + setup_logging() + + input_list = resolve_input_list(args.inputs) + outdir = resolve_outdir(args.output,input_list,CONFIG.DEFAULT_OUTPUT_DIRNAME) + + #get proc_map that link process to sample type e.g. QCDpt to QCD + proc_map = ProcessMap.from_csv(CONFIG.PROC_MAP_CSV) + + #load all hist in given files + all_hist_collection = load_hist_collection( + pkl_paths=input_list, + proc_map=proc_map, + cutname=args.cutname, + ) + + if args.plots: + make_all_plots(all_hist_collection, proc_map, outdir) + if args.yields: + output_json_name = os.path.join(outdir,'yield.json') + save_yield_json(all_hist_collection, proc_map, output_json_name) + +if __name__ == "__main__": + args = parse_args() + main(args) diff --git a/analysis/vbs_vvh/plotter_utils/helpers/general_io.py b/analysis/vbs_vvh/plotter_utils/helpers/general_io.py new file mode 100644 index 00000000..eefbee2f --- /dev/null +++ b/analysis/vbs_vvh/plotter_utils/helpers/general_io.py @@ -0,0 +1,102 @@ +import csv,json +import os + +from plotter_utils.helpers.get_input_filename import get_all_pkl_in_folder + +import logging +logger = logging.getLogger(__name__) + +def save_array_to_csv(arr, file_name): + import csv + """ + Save a 2D array to a CSV file. + Assumes arr[0] is the header row, arr[1:] are data rows. + """ + with open(file_name, mode='w', newline='') as f: + writer = csv.writer(f) + for row in arr: + writer.writerow(row) + +def save_yield_dict(outdict, file_name): + """ + Save yield dictionary to JSON. + + Expected input structure: + outdict[cutname][proc] = (yield, variance) + + Output JSON structure: + outdict[cutname][proc] = [yield, error] + + where error = sqrt(variance) if take_sqrt_variance=True + """ + + json_out = {} + + for cutname, proc_dict in outdict.items(): + json_out[cutname] = {} + for proc, yv in proc_dict.items(): + if yv is None: + json_out[cutname][proc] = None + continue + + yld, err = yv + json_out[cutname][proc] = [yld, err] + + with open(file_name, "w") as f: + json.dump(json_out, f, indent=2) + + logger.info("Saved yield JSON to %s", file_name) + +def resolve_input_list(inputs): + """ + unpack any dir and get the list of pkl.gz files + """ + input_list = [] + for name in inputs: + if name.endswith(".pkl.gz"): + input_list.append(name) + elif os.path.isdir(name): + files = get_all_pkl_in_folder(name) + input_list+=files + if len(files)==0: + logger.warning(f'input dir does not contain pkl.gz files {name}') + else: + logger.warning(f'input file is not pkl.gz file nor dir: {name}') + return input_list + +def resolve_outdir(output,input_list,default_output_dirname): + """ + figure out output folder name + """ + if output is None: + outname = os.path.dirname(input_list[0]) + outdir = os.path.join(outname,default_output_dirname) + else: + outdir = output + return outdir + +def print_yield_nicely(yield_dict,indent = 10): + """ + yield_dict can be: + - {proc_grp: (yield, variance)} + - {proc_grp: {proc: (yield, variance)}} + """ + + def format_yield(y): + if y is None: + return "None" + if isinstance(y, (list, tuple)) and len(y) == 2: + return f"{y[0]:.3f} +/- {y[1]:.3f}" + if isinstance(y, float): + return f"{y:.3f} +/- ?" + return f"{y}" + + for proc_grp, d in yield_dict.items(): + if isinstance(d, dict): + logger.info("%s", proc_grp) + for proc, y in d.items(): + # align process name to max_proc_len + logger.info(" - %-*s : %s", indent, proc, format_yield(y)) + else: + logger.info(" %-*s : %s", indent, proc_grp, format_yield(d)) + \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py b/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py index e4f68e74..d449b6c4 100644 --- a/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py +++ b/analysis/vbs_vvh/plotter_utils/helpers/get_input_filename.py @@ -27,7 +27,7 @@ def get_all_pkl_in_folder(dirpath): raise ValueError(f"Not a directory: {dirpath}") return [ - fname + os.path.join(dirpath,fname) for fname in os.listdir(dirpath) if fname.endswith(".pkl.gz") and os.path.isfile(os.path.join(dirpath, fname)) diff --git a/analysis/vbs_vvh/plotter_utils/helpers/funcs.py b/analysis/vbs_vvh/plotter_utils/helpers/test_funcs.py similarity index 95% rename from analysis/vbs_vvh/plotter_utils/helpers/funcs.py rename to analysis/vbs_vvh/plotter_utils/helpers/test_funcs.py index 4c8534ce..cade022e 100644 --- a/analysis/vbs_vvh/plotter_utils/helpers/funcs.py +++ b/analysis/vbs_vvh/plotter_utils/helpers/test_funcs.py @@ -1,6 +1,10 @@ import copy import hist + + + def combine(hist_slices: dict) -> hist.Hist: + #working on it not used for now """ Combine multiple single-category Hist objects into a single Hist with an axis containing all categories. Works with Weight() storage. diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/background.py b/analysis/vbs_vvh/plotter_utils/histo_objects/background.py index 7252f009..ad085cb3 100644 --- a/analysis/vbs_vvh/plotter_utils/histo_objects/background.py +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/background.py @@ -1,6 +1,6 @@ from plotter_utils.histo_objects.base import BaseHist -from plotter_utils.helpers.funcs import combine -import ewkcoffea.modules.plotting_tools as plt_tools +import ewkcoffea.modules.plotting_tools as plt_tools # type: ignore +import numpy as np # type: ignore class BackgroundHist(BaseHist): @@ -37,16 +37,7 @@ def _prepare_hist(self): # Nominal only h = h[{"systematic": "nominal"}] - - # # Safe merge overflow **per process_grp** - # hist_slices = {} - # for proc in h.axes["process_grp"]: - # print(f'doing {proc}') - # hist_slices[proc] = self._safe_merge_overflow(h, {"process_grp": [proc]}) - # # Combine back - # print(h) h = plt_tools.merge_overflow(h) - #h = combine(hist_slices) return h def _make_total_background(self, h): @@ -80,3 +71,53 @@ def cumulative(self): Cumulative per-process background yield (stacked) """ return self.values(flow=False).cumsum() + + def get_yield_per_type(self): + """ + Yield per background group (process_grp). + """ + out = {} + for grp in self.hist.axes["process_grp"]: + h_grp = self.hist[{"process_grp": [grp]}] + out[grp] = self._yield_from_hist(h_grp) + return out + + def get_yield_per_process(self): + """ + Yield per process, nested under background group. + """ + out = {} + + # Loop over background groups (EWK, QCD, ...) + for grp, proc_list in self.process_grouping.items(): + out[grp] = {} + for proc in proc_list: + # regroup THIS process alone + h_proc = plt_tools.group( + self._raw_hist, + "process", + "process_grp", + {proc: [proc]}, + ) + # apply same pipeline steps + h_proc = self._sum_years(h_proc) + h_proc = h_proc[{"systematic": "nominal"}] + h_proc = self._safe_merge_overflow(h_proc) + + out[grp][proc] = self._yield_from_hist(h_proc) + + return out + + def get_variance_per_type(self): + out = {} + for grp in self.hist.axes["process_grp"]: + h_grp = self.hist[{"process_grp": [grp]}] + out[grp] = self._variance_from_hist(h_grp) + return out + + def get_uncertainty_per_type(self): + out = {} + for grp in self.hist.axes["process_grp"]: + h_grp = self.hist[{"process_grp": [grp]}] + out[grp] = np.sqrt(self._variance_from_hist(h_grp)) + return out \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/base.py b/analysis/vbs_vvh/plotter_utils/histo_objects/base.py index 8cb0f3f7..504e8176 100644 --- a/analysis/vbs_vvh/plotter_utils/histo_objects/base.py +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/base.py @@ -22,9 +22,9 @@ def __init__( years, process_grouping, ): - self._raw_hist = hist + self._raw_hist = copy.deepcopy(hist) # freeze input self.years = years - self.process_grouping = process_grouping + self.process_grouping = copy.deepcopy(process_grouping) # Prepare the final histogram immediately self._hist = self._prepare_hist() @@ -85,6 +85,12 @@ def _group_processes(self, h): "process_grp", self.process_grouping, ) + + def _yield_from_hist(self, h): + return float(h.values(flow=True).sum()) + + def _variance_from_hist(self, h): + return float(h.variances(flow=True).sum()) # ------------------------------------------------------------------ # Public accessors (used by plotting & metrics) @@ -101,10 +107,38 @@ def variances(self, flow=True): return self._hist.variances(flow=flow) def total_yield(self): - return float(np.sum(self.values(flow=True))) + #return float(np.sum(self.values(flow=True))) + return self._yield_from_hist(self._hist) + + def total_variance(self): + return float(np.sum(self.variances(flow=True))) + + def uncertainty(self): + return float(np.sqrt(self.total_variance())) + + def uncertainty_per_type(self): + pass def bin_edges(self): return self._hist.axes[0].edges def bin_centers(self): return self._hist.axes[0].centers + + def get_yield_per_type(self): + """ + Return yields grouped by 'type'. + Must be implemented by subclasses. + """ + raise NotImplementedError + + def get_yield_per_process(self): + """ + Return yields grouped by type -> process. + Must be implemented by subclasses. + """ + raise NotImplementedError + + def get_variance_per_type(self): + """Return yields grouped by 'type'.""" + raise NotImplementedError \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/data.py b/analysis/vbs_vvh/plotter_utils/histo_objects/data.py index f8c3c4ff..c1ced900 100644 --- a/analysis/vbs_vvh/plotter_utils/histo_objects/data.py +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/data.py @@ -18,3 +18,18 @@ def _prepare_hist(self): "systematic": "nominal", } ] + + def get_yield_per_type(self): + return self.get_yield_per_process()['Data'] + + def get_yield_per_process(self): + out = {"Data": {}} + + for proc in self._raw_hist.axes["process"]: + h_proc = self._raw_hist[{"process": [proc]}] + out["Data"][proc] = self._yield_from_hist(h_proc) + + return out + + def get_variance_per_type(self): + return {"Data":self.total_variance()} \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt b/analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt deleted file mode 100644 index 8964c21c..00000000 --- a/analysis/vbs_vvh/plotter_utils/histo_objects/histo_objects_script.txt +++ /dev/null @@ -1,326 +0,0 @@ -#base.py -import numpy as np -import copy -import ewkcoffea.modules.plotting_tools as plt_tools - - -class BaseHist: - """ - Base class that handles transformations common to - signal / background / data histograms. - - This class: - - sums over years - - groups raw processes into physics groups - - exposes basic histogram information - - provides a safe way to merge overflow bins - """ - - def __init__( - self, - hist, - *, - years, - process_grouping, - ): - self._raw_hist = hist - self.years = years - self.process_grouping = process_grouping - - # Prepare the final histogram immediately - self._hist = self._prepare_hist() - - # ------------------------------------------------------------------ - # Core transformation pipeline - # ------------------------------------------------------------------ - - def _prepare_hist(self): - """ - Apply transformations common to all histogram types. - """ - h = self._raw_hist - - # 1) Sum over years - h = self._sum_years(h) - - # 2) Group raw processes into physics processes - h = self._group_processes(h) - - return h - - def _safe_merge_overflow(self, h, axis_slice=None): - """ - Call merge_overflow safely: - - optionally only on a subset of categories (axis_slice) - - merge if dense axis has >= 2 bins - """ - if axis_slice is not None: - h = h[axis_slice] - - vals = h.values(flow=True) - dense_bins = vals.shape[-1] - - if dense_bins >= 2: - return plt_tools.merge_overflow(h) - return h - - def _sum_years(self, h): - """ - Collapse year axis into a single bin. - """ - h = plt_tools.group( - h, - "year", - "year_sum", - {"all_years": self.years}, - ) - return h[{"year_sum": "all_years"}] - - def _group_processes(self, h): - """ - Group raw MC samples into physics processes. - """ - return plt_tools.group( - h, - "process", - "process_grp", - self.process_grouping, - ) - - # ------------------------------------------------------------------ - # Public accessors (used by plotting & metrics) - # ------------------------------------------------------------------ - - @property - def hist(self): - return self._hist - - def values(self, flow=True): - return self._hist.values(flow=flow) - - def variances(self, flow=True): - return self._hist.variances(flow=flow) - - def total_yield(self): - return float(np.sum(self.values(flow=True))) - - def bin_edges(self): - return self._hist.axes[0].edges - - def bin_centers(self): - return self._hist.axes[0].centers - - -#signal.py -from plotter_utils.histo_objects.base import BaseHist - - -class SignalHist(BaseHist): - """ - Signal histogram. - - Differences from BaseHist: - - select ONLY signal process - - select coupling-dependent systematic - """ - - def __init__( - self, - hist, - *, - years, - process_grouping, - coupling, - ): - self.coupling = coupling - super().__init__( - hist, - years=years, - process_grouping=process_grouping, - ) - - def _prepare_hist(self): - h = super()._prepare_hist() - - # Select signal + coupling systematic - h = h[ - { - "process_grp": ["Signal"], - "systematic": self.coupling, - } - ] - - # Safe merge overflow for signal - h = self._safe_merge_overflow(h) - return h - - def cumulative(self): - return self.values(flow=False).cumsum() - -#background.py -from plotter_utils.histo_objects.base import BaseHist -from plotter_utils.helpers.funcs import combine -import ewkcoffea.modules.plotting_tools as plt_tools - - -class BackgroundHist(BaseHist): - """ - Background histogram. - - Differences from BaseHist: - - always nominal systematic - - keeps individual background process_grp for stacked plotting - - provides total background histogram - """ - - def __init__( - self, - hist, - *, - years, - process_grouping, - background_groups, - ): - self.background_groups = background_groups - super().__init__( - hist, - years=years, - process_grouping=process_grouping, - ) - - # After preparing the histogram, generate the "total" histogram - self._hist_total = self._make_total_background(self._hist) - - def _prepare_hist(self): - import copy - h = super()._prepare_hist() - - # Nominal only - h = h[{"systematic": "nominal"}] - - # # Safe merge overflow **per process_grp** - # hist_slices = {} - # for proc in h.axes["process_grp"]: - # print(f'doing {proc}') - # hist_slices[proc] = self._safe_merge_overflow(h, {"process_grp": [proc]}) - # # Combine back - # print(h) - h = plt_tools.merge_overflow(h) - #h = combine(hist_slices) - return h - - def _make_total_background(self, h): - """ - Collapse all background processes into one for total yield calculations. - """ - h_total = plt_tools.group( - h, - "process_grp", - "sample_category", - {"Background": list(self.background_groups)}, - ) - h_total = self._safe_merge_overflow(h_total) - return h_total - - @property - def hist_total(self): - """ - Collapsed total background histogram. - """ - return self._hist_total - - def values_total(self, flow=True): - return self._hist_total.values(flow=flow) - - def cumulative_total(self): - return self.values_total(flow=False).cumsum() - - def cumulative(self): - """ - Cumulative per-process background yield (stacked) - """ - return self.values(flow=False).cumsum() - -#data.py -from plotter_utils.histo_objects.base import BaseHist -from plotter_utils.helpers.funcs import combine -import ewkcoffea.modules.plotting_tools as plt_tools - - -class BackgroundHist(BaseHist): - """ - Background histogram. - - Differences from BaseHist: - - always nominal systematic - - keeps individual background process_grp for stacked plotting - - provides total background histogram - """ - - def __init__( - self, - hist, - *, - years, - process_grouping, - background_groups, - ): - self.background_groups = background_groups - super().__init__( - hist, - years=years, - process_grouping=process_grouping, - ) - - # After preparing the histogram, generate the "total" histogram - self._hist_total = self._make_total_background(self._hist) - - def _prepare_hist(self): - import copy - h = super()._prepare_hist() - - # Nominal only - h = h[{"systematic": "nominal"}] - - # # Safe merge overflow **per process_grp** - # hist_slices = {} - # for proc in h.axes["process_grp"]: - # print(f'doing {proc}') - # hist_slices[proc] = self._safe_merge_overflow(h, {"process_grp": [proc]}) - # # Combine back - # print(h) - h = plt_tools.merge_overflow(h) - #h = combine(hist_slices) - return h - - def _make_total_background(self, h): - """ - Collapse all background processes into one for total yield calculations. - """ - h_total = plt_tools.group( - h, - "process_grp", - "sample_category", - {"Background": list(self.background_groups)}, - ) - h_total = self._safe_merge_overflow(h_total) - return h_total - - @property - def hist_total(self): - """ - Collapsed total background histogram. - """ - return self._hist_total - - def values_total(self, flow=True): - return self._hist_total.values(flow=flow) - - def cumulative_total(self): - return self.values_total(flow=False).cumsum() - - def cumulative(self): - """ - Cumulative per-process background yield (stacked) - """ - return self.values(flow=False).cumsum() diff --git a/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py b/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py index d8ab61ab..8b2a972c 100644 --- a/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py +++ b/analysis/vbs_vvh/plotter_utils/histo_objects/signal.py @@ -42,3 +42,17 @@ def _prepare_hist(self): def cumulative(self): return self.values(flow=False).cumsum() + + def get_yield_per_type(self): + # No type layer → alias to per_process + return self.get_yield_per_process()['Signal'] + + def get_yield_per_process(self): + out = {"Signal": {}} + for proc in self._raw_hist.axes["process"]: + h_proc = self._raw_hist[{"process": [proc]}] + out["Signal"][proc] = self._yield_from_hist(h_proc) + return out + + def get_variance_per_type(self): + return {"Signal":self.total_variance()} \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt b/analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt deleted file mode 100644 index b12c581f..00000000 --- a/analysis/vbs_vvh/plotter_utils/histo_reader/histo_reader_scripts.txt +++ /dev/null @@ -1,239 +0,0 @@ -#loader.py -# this gets the histo dict from a list of files (filename.pkl.gz) -# only read the file, get the required cut, and determine the list of var, sig,bkg,data but not doing any transformation on the histos -# check same list of year for sig, bkg, data -# get list of var for sig_only, mc_only = sig+bkg, all -# verbose show list of var. also print if any variable is not sig_only/mc_only/all - -import gzip -import pickle -from collections import defaultdict - -from .histcollection import HistCollection - -import logging -logger = logging.getLogger(__name__) - -def _load_one_file(filename): - """ - Return loaded histogram dict from a .pkl.gz file - """ - logging.info(f"Reading file: {filename}") - histo_dict = pickle.load(gzip.open(filename)) - return histo_dict - - -def _get_years(hist): - """ - for checking years list consistency over sig/bkg/data - """ - if hist is None: - return None - return set(hist.axes["year"]) - - -def load_hist_collection(pkl_paths,proc_map,cutname=None): - """ - Load one or more coffea output pkl.gz files and separate variables into signal, background, and data. - Checks that sig/bkg/data have the same list of years for each variable. - - Parameters - ---------- - pkl_paths : list[str] - List of .pkl.gz files - proc_map : ProcessMap object as defined in sample_info - cutname : str - 'category' axis which is the cutname. Use None only when this axis does not exist - """ - - # ---- load & merge ---- - hist_dicts = [_load_one_file(p) for p in pkl_paths] - #hists = _merge_hist_dicts(hist_dicts) - - views = {} - vars_sig_only = [] - vars_mc_only = [] # sig&bkg but not data - vars_all = [] - - # ---- inspect each variable ---- - - for hists in hist_dicts: - for var, hist_precut in hists.items(): - if cutname is not None: - hist=hist_precut[{"category":cutname}] - else: - hist = hist_precut - sig = None - bkg = None - data = None - - processes = set(hist.axes["process"]) - if var not in views: - views[var] = {"signal": None, "background": None, "data": None, "years": []} - - processes = set(hist.axes["process"]) - if processes & set(proc_map.signal): - views[var]["signal"] = hist[{"process": proc_map.signal}] - if processes & set(proc_map.background): - - available_processes = list(set(proc_map.background) & set(processes)) - - views[var]["background"] = hist[{"process": available_processes}] - if processes & set(proc_map.data): - views[var]["data"] = hist[{"process": proc_map.data}] - - # ---- check year consistency, classify var ---- - for var, vdict in views.items(): - year_sets = [ys for ys in [_get_years(vdict["signal"]), - _get_years(vdict["background"]), - _get_years(vdict["data"])] if ys is not None] - if len(year_sets) > 1 and not all(ys == year_sets[0] for ys in year_sets): - logging.error(f"sig: {_get_years(vdict['signal'])}\n"\ - f"bkg: {_get_years(vdict['background'])}\n"\ - f"data: {_get_years(vdict['data'])}\n") - raise RuntimeError(f"[{var}] Year mismatch across sig/bkg/data") - - vdict["years"] = sorted(year_sets[0]) if year_sets else [] - - if vdict["signal"] and not vdict["background"]: - vars_sig_only.append(var) - elif vdict["signal"] and vdict["background"] and not vdict["data"]: - vars_mc_only.append(var) - elif vdict["signal"] and vdict["background"] and vdict["data"]: - vars_all.append(var) - - # ---- print summary ---- - logging.info("=== HistCollection summary ===") - logging.info(f"Total variables: {len(views)}") - logging.info(f"sig-only vars :({len(vars_sig_only)}) {vars_sig_only}") - logging.info(f"sig + bkg vars :({len(vars_mc_only)}) {vars_mc_only}") - logging.info(f"sig + bkg + data vars :({len(vars_all)}) {vars_all}") - - others = set(views) - set(vars_all) - set(vars_mc_only) - set(vars_sig_only) - if others: - logging.debug(f"variables with unexpected content: {others}") - - return HistCollection( - views=views, - variables_sig_only=vars_sig_only, - variables_mc_only=vars_mc_only, - variables_all=vars_all, - proc_map=proc_map - ) - -#histcollection.py -# variable view ( sig+bkg+data per var ) - -from dataclasses import dataclass -from typing import Dict, List, Mapping - - -@dataclass -class HistCollection: - views: Dict[str, Dict[str, object]] - - variables_sig_only: List[str] - variables_mc_only: List[str] - variables_all: List[str] - proc_map: Mapping - - def has_data(self, var): - return self.views[var]["data"] is not None - -#sample_info.py -# from sample_name.csv group sample_name into sig/bkg/data and get plotting colors - -import csv -from dataclasses import dataclass -from collections import defaultdict -from typing import Dict, List, Set, Optional - - -DEFAULT_SAMPLE_CSV = "/home/users/pyli/projects/analysis_VVH/coffea/ewkcoffea/analysis/vbs_vvh/config/sample_names.csv" - -#get list of years -def get_all_years(csv_path=None): - """ - get set of year in the sample_name.csv - (should be 2016preVFP,... for run2) - since years are usually summed, order is not considered - """ - if csv_path is None: - csv_path = DEFAULT_SAMPLE_CSV - - all_years = set() - with open(csv_path, newline="") as csvfile: - reader = csv.DictReader(csvfile) - for row in reader: - sample_year = row["sample_year"].strip() - all_years.add(sample_year) - return all_years - -@dataclass -class ProcessMap: - """ - From sample_name.csv, get - - the list of processes (sample_name) for signal, bkg, data - - the list of bkg groups and process name under each group - - color for plotting - - :var csv_path: Description - :vartype csv_path: str - """ - signal: List[str] - background: List[str] - data: List[str] - - # extra, useful metadata - background_groups: Dict[str, List[str]] - background_colors: Dict[str, str] - - @classmethod - def from_csv( - cls, - csv_path: Optional[str] = None - ): - """ - Build ProcessMap from sample CSV. - - Parameters - ---------- - csv_path : str, optional - Path to sample CSV (uses default if None) - """ - if csv_path is None: - csv_path = DEFAULT_SAMPLE_CSV - - grp_dict = defaultdict(set) - bkg_color_map = {} - - with open(csv_path, newline="") as csvfile: - reader = csv.DictReader(csvfile) - for row in reader: - cat = row["sample_category"].strip().lower() - sample_type = row["sample_type"].strip() - sample_name = row["sample_name"].strip() - color = row["plotting_colour"].strip() - - if cat == "sig": - grp_dict["Signal"].add(sample_name) - - elif cat == "bkg": - grp_dict[sample_type].add(sample_name) - bkg_color_map.setdefault(sample_type, color) - - elif cat == "data": - grp_dict["Data"].add(sample_name) - - signal = list(grp_dict.get("Signal")) - data = list(grp_dict.get("Data")) - background_groups = {k: list(v) for k, v in grp_dict.items() if k not in ("Signal", "Data")} - background = list(p for procs in background_groups.values() for p in procs) - - return cls( - signal=signal, - background=background, - data=data, - background_groups=background_groups, - background_colors=bkg_color_map, - ) \ No newline at end of file diff --git a/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py b/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py index 45daaf2a..a48c78ac 100644 --- a/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py +++ b/analysis/vbs_vvh/plotter_utils/histo_reader/loader.py @@ -9,15 +9,127 @@ from collections import defaultdict from .histcollection import HistCollection +from plotter_utils.histo_objects import SignalHist, BackgroundHist, DataHist import logging logger = logging.getLogger(__name__) + +def load_hist_collection(pkl_paths,proc_map,cutname=None): + """ + Load one or more coffea output pkl.gz files and separate variables into signal, background, and data. + Should have the given cut, or the same set of cuts + Return {cutname:histCollection} for cutname, or over all cuts in category axis if cutname is not given + + Will check that sig/bkg/data have the same list of years for each variable. + + Parameters + ---------- + pkl_paths : list[str] + List of .pkl.gz files or dir + proc_map : ProcessMap object as defined in sample_info + cutname : str + 'category' axis which is the cutname. Use None only when this axis does not exist + + """ + # ---- load & merge ---- + hist_dicts = [_load_one_file(p) for p in pkl_paths] + #hists = _merge_hist_dicts(hist_dicts) + + if cutname is not None: + allcut={cutname} + else: + allcut=_get_category_axis(hist_dicts[0]) + for hist in hist_dicts[1:]: + if _get_category_axis(hist)!=allcut: + logger.error(f'different set of cuts \n{allcut} \n{_get_category_axis(hist)}\n exit') + import sys + sys.exit(1) + + + all_hist_collection = { + cut:_get_hist_collection_single_cut(hist_dicts,proc_map,cut) for cut in allcut + } + + return all_hist_collection + +def unpack_hist(hist_collection,var,proc_map): + #need to test when none. + """distribute into sig,bkg,dataHist for a single variable""" + view = hist_collection.views[var] + years = view["years"] + if view["signal"] is not None: + sig = SignalHist( + view["signal"], + years=years, + process_grouping={"Signal": proc_map.signal}, + coupling="nominal", + ) + else: + sig = None + + if view["background"] is not None: + bkg = BackgroundHist( + view["background"], + years=years, + process_grouping=proc_map.background_groups, + background_groups=list(proc_map.background_groups), + ) + else: + bkg = None + + if view["data"] is not None: + data = DataHist( + view["data"], + years=years, + process_grouping={"Data": proc_map.data}, + ) + else: + data = None + + return sig,bkg,data + +def cut_order(all_hist_collection,ref_var,proc_map): + """assume at least one of sig/bkg/data exist for all the cuts""" + yield_dict = {} + + # Collect yields per cut + for cutname, hist_collection in all_hist_collection.items(): + sig, bkg, data = unpack_hist(hist_collection, ref_var, proc_map) + + yield_dict[cutname] = { + "Signal": sig.total_yield() if sig is not None else None, + "Background": bkg.total_yield() if bkg is not None else None, + "Data": data.total_yield() if data is not None else None, + } + + # Determine which reference exists for ALL cuts + reference = None + for candidate in ("Signal", "Background", "Data"): + if all(yield_dict[cut][candidate] is not None for cut in yield_dict): + reference = candidate + break + + if reference is None: + raise RuntimeError( + "No common reference (Signal / Background / Data) " + "exists for all cuts." + ) + + # Sort cut names by descending yield + ordered_cuts = sorted( + yield_dict.keys(), + key=lambda cut: yield_dict[cut][reference], + reverse=True, + ) + + return ordered_cuts + def _load_one_file(filename): """ Return loaded histogram dict from a .pkl.gz file """ - logging.info(f"Reading file: {filename}") + logger.info(f"Reading file: {filename}") histo_dict = pickle.load(gzip.open(filename)) return histo_dict @@ -30,24 +142,20 @@ def _get_years(hist): return None return set(hist.axes["year"]) +def _get_category_axis(hist): + temp_hist = hist[list(hist.keys())[0]] + if "category" in temp_hist.axes.name: + cuts = set(temp_hist.axes["category"]) + logger.info(f'discovered cuts {cuts}') + return cuts + else: + logger.info(f'category is not in axis') + return None -def load_hist_collection(pkl_paths,proc_map,cutname=None): - """ - Load one or more coffea output pkl.gz files and separate variables into signal, background, and data. - Checks that sig/bkg/data have the same list of years for each variable. - Parameters - ---------- - pkl_paths : list[str] - List of .pkl.gz files - proc_map : ProcessMap object as defined in sample_info - cutname : str - 'category' axis which is the cutname. Use None only when this axis does not exist - """ + - # ---- load & merge ---- - hist_dicts = [_load_one_file(p) for p in pkl_paths] - #hists = _merge_hist_dicts(hist_dicts) +def _get_hist_collection_single_cut(hist_dicts,proc_map,cutname=None): views = {} vars_sig_only = [] @@ -58,15 +166,12 @@ def load_hist_collection(pkl_paths,proc_map,cutname=None): for hists in hist_dicts: for var, hist_precut in hists.items(): + if cutname is not None: - hist=hist_precut[{"category":cutname}] + hist = hist_precut[{"category":cutname}] else: hist = hist_precut - sig = None - bkg = None - data = None - processes = set(hist.axes["process"]) if var not in views: views[var] = {"signal": None, "background": None, "data": None, "years": []} @@ -74,9 +179,7 @@ def load_hist_collection(pkl_paths,proc_map,cutname=None): if processes & set(proc_map.signal): views[var]["signal"] = hist[{"process": proc_map.signal}] if processes & set(proc_map.background): - available_processes = list(set(proc_map.background) & set(processes)) - views[var]["background"] = hist[{"process": available_processes}] if processes & set(proc_map.data): views[var]["data"] = hist[{"process": proc_map.data}] @@ -87,7 +190,7 @@ def load_hist_collection(pkl_paths,proc_map,cutname=None): _get_years(vdict["background"]), _get_years(vdict["data"])] if ys is not None] if len(year_sets) > 1 and not all(ys == year_sets[0] for ys in year_sets): - logging.error(f"sig: {_get_years(vdict['signal'])}\n"\ + logger.error(f"sig: {_get_years(vdict['signal'])}\n"\ f"bkg: {_get_years(vdict['background'])}\n"\ f"data: {_get_years(vdict['data'])}\n") raise RuntimeError(f"[{var}] Year mismatch across sig/bkg/data") @@ -102,15 +205,15 @@ def load_hist_collection(pkl_paths,proc_map,cutname=None): vars_all.append(var) # ---- print summary ---- - logging.info("=== HistCollection summary ===") - logging.info(f"Total variables: {len(views)}") - logging.info(f"sig-only vars :({len(vars_sig_only)}) {vars_sig_only}") - logging.info(f"sig + bkg vars :({len(vars_mc_only)}) {vars_mc_only}") - logging.info(f"sig + bkg + data vars :({len(vars_all)}) {vars_all}") + logger.debug("=== HistCollection summary ===") + logger.debug(f"Total variables: {len(views)}") + logger.debug(f"sig-only vars :({len(vars_sig_only)}) {vars_sig_only}") + logger.debug(f"sig + bkg vars :({len(vars_mc_only)}) {vars_mc_only}") + logger.debug(f"sig + bkg + data vars :({len(vars_all)}) {vars_all}") others = set(views) - set(vars_all) - set(vars_mc_only) - set(vars_sig_only) if others: - logging.debug(f"variables with unexpected content: {others}") + logger.debug(f"variables with unexpected content: {others}") return HistCollection( views=views, diff --git a/analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt b/analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt deleted file mode 100644 index 02af3928..00000000 --- a/analysis/vbs_vvh/plotter_utils/metrics/metrics_scripts.txt +++ /dev/null @@ -1,128 +0,0 @@ -# plotter_utils/metrics/base.py - -import numpy as np -from abc import ABC, abstractmethod - -import logging -log = logging.getLogger(__name__) - - -class MetricResult: - """ - Container passed from metrics -> plotting. - """ - def __init__(self, x, y, yerr=None, label=None): - self.x = x - self.y = y - self.yerr = yerr - self.label = label - - -class MetricBase(ABC): - name = None - requires = () # ("sig", "bkg", "data") - y_range = None # (ymin, ymax) - - def __init__(self, *, sig=None, bkg=None, data=None): - self.sig = sig - self.bkg = bkg - self.data = data - - def available(self): - missing = [k for k in self.requires if getattr(self, k) is None] - return len(missing) == 0, missing - - @staticmethod - def safe_divide(num, den): - return np.divide( - num, den, - out=np.full_like(num, np.nan, dtype=float), - where=den > 0 - ) - - @abstractmethod - def compute(self): - """ - Return MetricResult - """ - pass - - @staticmethod - def to_1d(arr): - """ - Collapse all non-dense axes. - Expects dense axis to be the last one. - """ - arr = np.asarray(arr) - - # Sum over all axes except the last (dense) one - if arr.ndim > 1: - axes = tuple(range(arr.ndim - 1)) - arr = arr.sum(axis=axes) - - return arr - -# plotter_utils/metrics/dataMC.py - -import numpy as np -from .base import MetricBase, MetricResult - -import logging -log = logging.getLogger(__name__) - -class DataMCMetric(MetricBase): - name = "dataMC" - requires = ("data", "bkg") - y_range = (0.3, 3) - - def compute(self): - data_vals = self.to_1d(self.data.values(flow=False)) - bkg_vals = self.to_1d(self.bkg.values_total(flow=False)) - - ratio = self.safe_divide(data_vals, bkg_vals) - - x = self.data.hist.axes[-1].centers - - return MetricResult( - x=x, - y=ratio, - label="Data / MC" - ) - - -# plotter_utils/metrics/significance.py - -import numpy as np -from .base import MetricBase, MetricResult - -import logging -log = logging.getLogger(__name__) - -class SignificanceMetric(MetricBase): - name = "significance" - requires = ("sig", "bkg") - y_range = (0, 0.1) - - def compute(self): - sig_vals = self.to_1d(self.sig.values(flow=False)) - bkg_vals = self.to_1d(self.bkg.values_total(flow=False)) - - log.debug(f"sig shape {sig_vals.shape}") - log.debug(f"bkg shape {bkg_vals.shape}") - log.debug(f"sig_vals {sig_vals[:10]}") - log.debug(f"bkg_vals {bkg_vals[:10]}") - - y = self.safe_divide(sig_vals, np.sqrt(bkg_vals)) - log.debug(f"signif(y) shape {y.shape}") - - x = self.sig.hist.axes[-1].centers - log.debug(f"bin(x) shape {x.shape}") - - log.debug(f"y {y[:10]}") - log.debug(f"x {x[:10]}") - - return MetricResult( - x=x, - y=y, - label=r"$S/\sqrt{B}$" - ) diff --git a/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py b/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py index 6d69ca7f..b35480b0 100644 --- a/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py +++ b/analysis/vbs_vvh/plotter_utils/plotting/main_plot.py @@ -1,56 +1,96 @@ # plotter_utils/plotting/main_plot.py +import numpy as np + import logging -log = logging.getLogger(__name__) +logger = logging.getLogger(__name__) + def order_backgrounds(bkg, mode="yield"): """ - Get bkg proc type order by yield. + Order background process groups. """ if mode == "yield": yields = { p: bkg.hist[{"process_grp": [p]}].values(flow=True).sum() for p in bkg.hist.axes["process_grp"] } - logging.debug(f"in main_plot.order_bkg: {yields}") - return sorted(yields, key=yields.get, reverse=False) - + return sorted(yields, key=yields.get) + return list(bkg.hist.axes["process_grp"]) + + def get_scaled_signal(sig, bkg, mode="match_bkg"): """ - Scale signal to bkg + Scale signal to background yield for overlay. """ + if sig is None or bkg is None: + return sig.hist, 1.0 + if mode == "match_bkg": s = sig.total_yield() b = bkg.total_yield() if s > 0: factor = b / s return sig.hist * factor, factor + return sig.hist, 1.0 + +def draw_bkg_uncertainty(ax, bkg): + """ + Draw MC statistical uncertainty band. + """ + htot = bkg.hist_total + logger.debug(f'bkg: {bkg.hist.shape}') + logger.debug(f'htot: {htot.shape}') + + vals = htot.values(flow=False) + errs = np.sqrt(htot.variances(flow=False)) + + edges = htot.axes[-1].edges + err_up = np.append(vals + errs, 0) + err_dn = np.append(vals - errs, 0) + logger.debug(f'vals: {vals.shape}\n errs {errs.shape}\n vals[-1] {vals[-1]}') + + logger.debug(f'edges: {edges.shape}') + logger.debug(f'errup/dn: {err_up.shape} {err_dn.shape}') + + ax.fill_between( + edges, + err_dn, + err_up, + step="post", + facecolor="none", + edgecolor="gray", + hatch="////", + linewidth=0.0, + alpha=0.5, + label="MC stat", + ) + + def draw_main_plot(ax, *, sig=None, bkg=None, data=None, proc_map=None): """ - Draw the main kinematic distribution. + Draw the main stacked distribution panel. """ + # ---- Background stack ---- if bkg is not None: order = order_backgrounds(bkg) - colors = [ - proc_map.background_colors[p] - for p in order - ] - logging.debug(f"in draw_main_plot: order: {order}") - logging.debug(f"in draw_main_plot: colors: {colors}") - logging.debug(f"in draw_main_plot lebel is {list(bkg.hist.axes['process_grp'])}") + colors = [proc_map.background_colors[p] for p in order] + bkg.hist[{"process_grp": order}].plot1d( ax=ax, stack=True, histtype="fill", color=colors, - label=list(bkg.hist.axes["process_grp"]), + label=order, + zorder=100, ) - else: - log.warning("Background histogram missing") + draw_bkg_uncertainty(ax, bkg) + + # ---- Signal overlay ---- if sig is not None: sig_plot, scale = get_scaled_signal(sig, bkg) sig_plot.plot1d( @@ -58,14 +98,17 @@ def draw_main_plot(ax, *, sig=None, bkg=None, data=None, proc_map=None): color="red", linewidth=2, label=f"Signal × {scale:.1f}", + zorder=101, ) - logging.debug(f"in draw main plot data is {data.hist}") + + # ---- Data ---- if data is not None: data.hist.plot1d( ax=ax, color="blue", - linewidth=2, label="Data", + zorder=102, ) ax.legend() + ax.set_ylabel("Events") diff --git a/analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt b/analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt deleted file mode 100644 index 3cd07fd4..00000000 --- a/analysis/vbs_vvh/plotter_utils/plotting/plotting_scripts.txt +++ /dev/null @@ -1,165 +0,0 @@ -# plotter_utils/plotting/draw.py - -import matplotlib.pyplot as plt -from plotter_utils.metrics.significance import SignificanceMetric -from plotter_utils.metrics.dataMC import DataMCMetric -from .main_plot import draw_main_plot -from .subplots import draw_metric_subplot - - - -METRIC_REGISTRY = { - "significance": SignificanceMetric, - "dataMC": DataMCMetric, -} - - -def draw( - *, - sig=None, - bkg=None, - data=None, - proc_map=None, - config=None, - title=None, -): - subplots = config["SUBPLOTS"] - ratios = config["FIG_RATIO"] - - heights = [ratios["main"]] + [ratios[s] for s in subplots] - nrows = 1 + len(subplots) - - fig, axes = plt.subplots( - nrows=nrows, - ncols=1, - figsize=(7, 3 + 2 * nrows), - gridspec_kw={"height_ratios": heights}, - sharex=True, - ) - - ax_main = axes[0] - draw_main_plot(ax_main, sig=sig, bkg=bkg, data=data, proc_map=proc_map) - ax_main.set_title(title) - - for ax, name in zip(axes[1:], subplots): - metric_cls = METRIC_REGISTRY[name] - metric = metric_cls(sig=sig, bkg=bkg, data=data) - draw_metric_subplot(ax, metric, name) - - return fig - - -# plotter_utils/plotting/main_plot.py -# main_plot is the main panel in the plot that shows the kinematic distribution, not the "main" script - -import logging -log = logging.getLogger(__name__) - -def order_backgrounds(bkg, mode="yield"): - """ - Get bkg proc type order by yield. - """ - if mode == "yield": - yields = { - p: bkg.hist[{"process_grp": [p]}].values(flow=True).sum() - for p in bkg.hist.axes["process_grp"] - } - logging.debug(f"in main_plot.order_bkg: {yields}") - return sorted(yields, key=yields.get, reverse=False) - -def get_scaled_signal(sig, bkg, mode="match_bkg"): - """ - Scale signal to bkg - """ - if mode == "match_bkg": - s = sig.total_yield() - b = bkg.total_yield() - if s > 0: - factor = b / s - return sig.hist * factor, factor - return sig.hist, 1.0 - -def draw_main_plot(ax, *, sig=None, bkg=None, data=None, proc_map=None): - """ - Draw the main kinematic distribution. - """ - - if bkg is not None: - order = order_backgrounds(bkg) - colors = [ - proc_map.background_colors[p] - for p in order - ] - logging.debug(f"in draw_main_plot: order: {order}") - logging.debug(f"in draw_main_plot: colors: {colors}") - logging.debug(f"in draw_main_plot lebel is {list(bkg.hist.axes['process_grp'])}") - bkg.hist[{"process_grp": order}].plot1d( - ax=ax, - stack=True, - histtype="fill", - color=colors, - label=list(bkg.hist.axes["process_grp"]), - ) - else: - log.warning("Background histogram missing") - - if sig is not None: - sig_plot, scale = get_scaled_signal(sig, bkg) - sig_plot.plot1d( - ax=ax, - color="red", - linewidth=2, - label=f"Signal × {scale:.1f}", - ) - logging.debug(f"in draw main plot data is {data.hist}") - if data is not None: - data.hist.plot1d( - ax=ax, - color="blue", - linewidth=2, - label="Data", - ) - - ax.legend() - -# plotter_utils/plotting/subplots.py - -import logging - -log = logging.getLogger(__name__) - - -def draw_metric_subplot(ax, metric, metric_name): - ok, missing = metric.available() - if metric.y_range: - ax.set_ylim(*metric.y_range) - - logging.debug(f"in draw_metric_subplot we have\n {metric_name}: {metric.compute().x}\n{metric.compute().y}") - - if not ok: - msg = f"{metric_name}: {missing} not available" - log.warning(msg) - ax.text( - 0.5, 0.5, msg, - ha="center", va="center", - transform=ax.transAxes, - ) - ax.set_axis_off() - return - - result = metric.compute() - - if result.yerr is not None: - ax.errorbar( - result.x, - result.y, - yerr=result.yerr, - fmt="o", - ) - else: - ax.step(result.x, result.y, where="mid") - - ax.axhline(1.0 if metric_name == "dataMC" else 0.0, - color="gray", linestyle="--") - - ax.set_ylabel(result.label) diff --git a/analysis/vbs_vvh/utils/generate_sample_names.py b/analysis/vbs_vvh/utils/generate_sample_names.py deleted file mode 100644 index 786f0cd1..00000000 --- a/analysis/vbs_vvh/utils/generate_sample_names.py +++ /dev/null @@ -1,79 +0,0 @@ -import csv - -sample_categories = ['sig', 'bkg', 'data'] - -sample_types = { - 'sig': ['WWH_OS', 'WWH_SS', 'WZH', 'ZZH'], - 'bkg': ["ttbar", "ttx", "ST", "WJets", "ZJets", "EWK", "QCD", "Other"], - 'data': ['data'] -} - -#choose buckets according to sample_types -sample_names = { - 'WWH_OS': ["VBSWWH_OS_VBSCuts"], - 'WWH_SS': ["VBSWWH_SS_VBSCuts"], - 'WZH': ["VBSWZH_VBSCuts"], - 'ZZH': ["VBSZZH_VBSCuts"], - "DY": ["DY"], - "Other": ["Other"], - "ttx": ["ttx"], - "WJets": ["WJets"], - "ZJets": ["ZJets"], - 'QCD': ["QCD_HT50to100", "QCD_HT100to200", "QCD_HT200to300", "QCD_HT300to500", "QCD_HT500to700", "QCD_HT700to1000", "QCD_HT1000to1500", "QCD_HT1500to2000", "QCD_HT2000toInf", "QCD"], - 'ttbar_had': ["TTToHadronic"], - 'ttbar_SL': ["TTToSemiLeptonic"], - 'ttbar': ["TTToHadronic", "TTToSemiLeptonic", "ttbar"], - 'ST': ["ST_t-channel_antitop_4f_InclusiveDecays", "ST_t-channel_top_4f_InclusiveDecays", "ST_tW_antitop_5f_inclusiveDecays", "ST_tW_top_5f_inclusiveDecays", "ST"], - 'WJet': ["WJetsToQQ_HT-200to400", "WJetsToQQ_HT-400to600", "WJetsToQQ_HT-600to800", "WJetsToQQ_HT-800toInf", "WJets"], - 'ZJet': ["ZJetsToQQ_HT-200to400", "ZJetsToQQ_HT-400to600", "ZJetsToQQ_HT-600to800", "ZJetsToQQ_HT-800toInf", "ZJets"], - 'EWKV': ["EWKWminus2Jets_WToQQ_dipoleRecoilOn", "EWKWplus2Jets_WToQQ_dipoleRecoilOn", "EWKZ2Jets_ZToLL_M-50", "EWKZ2Jets_ZToNuNu_M-50", "EWKZ2Jets_ZToQQ_dipoleRecoilOn"], - "EWK": ["EWK"], - 'ttX': ["TTWW", "TTWZ", "TTWJetsToQQ", "ttHToNonbb_M125", "ttHTobb_M125", "TTbb_4f_TTToHadronic"], - 'bosons': ["VHToNonbb_M125", "WWTo1L1Nu2Q_4f", "WWTo4Q_4f", "WWW_4F", "WWZ_4F", "WZJJ_EWK_InclusivePolarization", "WZTo1L1Nu2Q_4f", "WZTo2Q2L_mllmin4p0", "WZZ", "WminusH_HToBB_WToLNu_M-125", "WplusH_HToBB_WToLNu_M-125", "ZH_HToBB_ZToQQ_M-125", "ZZTo2Nu2Q_5f", "ZZTo2Q2L_mllmin4p0", "ZZTo4Q_5f", "ZZZ"], - "data": ['MET'], -} - -sample_colour_mpl = { - "data": "blue", - "sig": "red", - "WWH_OS": "crimson", - "WWH_SS": "lightcoral", - "WZH": "orangered", - "ZZH": "tomato", - "bkg_total": "dimgray", - "DY": "palegreen", - "ttbar": "mediumturquoise", - "ttbar_had": "powderblue", - "ttbar_SL": "deepskyblue", - "ttx": "cadetblue", - "ttX": "cadetblue", - "ST": "lightsteelblue", - "WJets": "darkorange", - "WJet": "darkorange", - "ZJets": "lightyellow", - "ZJet": "lightyellow", - "EWKV": "skyblue", - "EWK": "skyblue", - "QCD": "lightcyan", - "bosons": "sandybrown", - "Other": "orchid", -} - -# Assign and store rows -rows = [] - -for cat_index, sample_cat in enumerate(sample_categories): - type_list = sample_types[sample_cat] - for type_index, sample_type in enumerate(type_list): - name_list = sample_names.get(sample_type, []) - for name_index, sample_name in enumerate(name_list): - sample_code = f"{cat_index}{type_index}{name_index}" - plotting_colour = sample_colour_mpl.get(sample_type, "black") # fallback to black if missing - rows.append([sample_cat, sample_type, sample_name, sample_code, plotting_colour]) - -# Write to CSV -with open('sample_names.csv', mode='w', newline='') as f: - writer = csv.writer(f) - writer.writerow(['sample_category', 'sample_type', 'sample_name', 'sample_code', 'plotting_colour']) - for row in rows: - writer.writerow(row) \ No newline at end of file diff --git a/analysis/vbs_vvh/utils/tools.py b/analysis/vbs_vvh/utils/tools.py deleted file mode 100644 index 86786b89..00000000 --- a/analysis/vbs_vvh/utils/tools.py +++ /dev/null @@ -1,12 +0,0 @@ -import csv - -def save_array_to_csv(arr, file_name): - import csv - """ - Save a 2D array to a CSV file. - Assumes arr[0] is the header row, arr[1:] are data rows. - """ - with open(file_name, mode='w', newline='') as f: - writer = csv.writer(f) - for row in arr: - writer.writerow(row) \ No newline at end of file From 9b049610e213e8f897c732df8cb8ef5b6169c00a Mon Sep 17 00:00:00 2001 From: Pak Yi Li Date: Tue, 6 Jan 2026 17:27:58 -0800 Subject: [PATCH 7/7] project and cutflow are only used in 2FJMET channel --- analysis/vbs_vvh/run_analysis.py | 53 +++++++++++++++++--------------- 1 file changed, 29 insertions(+), 24 deletions(-) diff --git a/analysis/vbs_vvh/run_analysis.py b/analysis/vbs_vvh/run_analysis.py index 36326733..80f28178 100644 --- a/analysis/vbs_vvh/run_analysis.py +++ b/analysis/vbs_vvh/run_analysis.py @@ -44,7 +44,7 @@ parser.add_argument('--rwgt-to-sm', action='store_true', help = '') # make output easier - parser.add_argument('--project', default=None, help = 'useful when building cutflow') + parser.add_argument('--project', default=None, help = 'useful when trying combinations of cutflow (name of cutflows(.yaml) file)') parser.add_argument('--cutflow', default=None, help = "Specify which cutflow to use") parser.add_argument('--minus', action='store_true', help = "Use this to plot n-1 plots instead of cutflow") @@ -82,7 +82,7 @@ import analysis_processor_gen_fromnano as analysis_processor defaultSchema = NanoAODSchema elif args. processor == "2FJMET": - import analysis_processor_2FJMET_fromNano as analysis_processor + import analysis_processor_2FJMET_fromRDF as analysis_processor defaultSchema = BaseSchema # Check that if on UF login node, we're using WQ @@ -222,12 +222,7 @@ def LoadJsonToSampleName(jsonFile, prefix): print('No Wilson coefficients specified') if args.processor == "2FJMET": - processor_instance = analysis_processor.AnalysisProcessor(samplesdict,wc_lst,n_minus_1,project,cutflow_name) - print('debug') - print("ProcessorABC from analysis_processor:", analysis_processor.processor.ProcessorABC) - print("ProcessorABC from coffea.processor:", processor.ProcessorABC) - print("Same object?", analysis_processor.processor.ProcessorABC is processor.ProcessorABC) else: processor_instance = analysis_processor.AnalysisProcessor(samplesdict,wc_lst,hist_lst,do_systs,skip_obj_systs,skip_sr,skip_cr,siphon_bdt_data=siphon,rwgt_to_sm=rwgt_to_sm) @@ -343,28 +338,38 @@ def LoadJsonToSampleName(jsonFile, prefix): if executor == "futures": print("Processing time: %1.2f s with %i workers (%.2f s cpu overall)" % (dt, nworkers, dt*nworkers, )) - #add project and cutflow to name - if project is not None: #add a subdir - outpath = outpath+f'/{project}/histos/' - else: - outpath = outpath+'/histos/' - - if args.cutflow is not None: - outname = f'{args.cutflow}_{outname}' - elif args.project is not None: - outname = f'{args.project}_{outname}' - else: - outname = outname+'hists' + if args.processor == "2FJMET": + #add project and cutflow to name + if project is not None: #add a subdir + outpath = outpath+f'/{project}' + if cutflow_name is not None: + outpath = outpath+f'/{cutflow_name}' + else: + outpath = outpath + + if outname != 'plotsTopEFT': + if args.cutflow is not None: + outname = f'{args.cutflow}_{outname}' + elif args.project is not None: + outname = f'{args.project}_{outname}' + else: + outname = 'hists_'+outname + else: + if args.cutflow is not None: + outname = f'{args.cutflow}_hists' - if n_minus_1: - # Save the output - if not os.path.isdir(outpath): os.system("mkdir -p %s"%outpath) - out_pkl_file = os.path.join(outpath,outname+"_m.pkl.gz") - + # Save the output if not os.path.isdir(outpath): os.system("mkdir -p %s"%outpath) out_pkl_file = os.path.join(outpath,outname+".pkl.gz") + + + if args.processor == "2FJMET": + if n_minus_1: + # Save the output + out_pkl_file = os.path.join(outpath,outname+"_m.pkl.gz") + print(f"\nSaving output in {out_pkl_file}...") with gzip.open(out_pkl_file, "wb") as fout: cloudpickle.dump(output, fout)

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